From 5dceeeb7514edf58a389cd5548bcd4518743e194 Mon Sep 17 00:00:00 2001
From: giulianopz <45801466+giulianopz@users.noreply.github.com>
Date: Sat, 8 Jul 2023 20:24:46 +0000
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Basic knowledge about principles and techniques behind the Arduino ecosystem
The Untold History of Arduino
+Learn electronics by practice
Concise electronics for geeks
Lessons in Electric Circuits
Platt, Electronics: Learning by Discovery: A hands-on primer for the new electronics enthusiast
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@@ -1044,6 +1044,7 @@ Basic knowledge about principles and techniques behind the Arduino ecosystem
The Untold History of Arduino
+Learn electronics by practice
Concise electronics for geeks
Lessons in Electric Circuits
Platt, Electronics: Learning by Discovery: A hands-on primer for the new electronics enthusiast
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I use it to have a personal log of good stuff I discover while wandering about in the web. Ideally, the list describes a learning path to get into programming starting from Java, which is just the typical entry point (or entry level) programming language for many people in enterprise software development. Despite all the criticism , the world still runs on Java 8 [1] : since it's an ubiquitous language, you will encounter it even in the most remote places (e.g. in a PlayStation ). On the other hand, some of these critics are well-founded [2] . So, equally, having a look to modern programming languages sounds reasonable. Especially to Go, which really seems to be destined to replace Java pretty everywhere. Generally speaking, any programming language is good as long as it allows you to get your job done (just like any natural language is good as long as it allows you to express yourself). Although the list is very dense, one must keep in mind that the focus of learning to code should always be on learning abstract concepts and their low-level implementation details, which underlie the tech stack used in modern programming, rather than specific and ephemeral tools (e.g. libraries, frameworks, etc.): Modern programming is becoming complex, uninteresting, full of layers that just need to be glued. It is losing most of its beauty. In that sense, most programming is no longer art nor high engineering (most programs written at big and small corporations are trivial: coders just need to understand certain ad-hoc abstractions, and write some logic and glue code ). Only very few programmers are facing the artistic face of programming. Only very few programmers are facing high engineering in programming. Salvatore Sanfilippo [3] In fact, an application software usually consists of levels (or layers) of abstraction , wherein each level represents a different model of the same information and processes, but with varying amounts of detail. Each relatively abstract, higher level builds on a relatively concrete, lower level, which tends to provide an increasingly granular representation. Abstractions are useful, but all non-trivial abstractions, to some degree, are leaky [4] . So, blindly ignoring what happens at lower levels can cause performance issues or (worst) unintended bugs which are hard to debug (e.g. inscrutable incidents in production [5] ). Solving such issues thanks to Q&A websites like Stack Overflow does not help learning what actually went wrong leaving a certain sense of frustration (a common feeling for Linux users [6] ). Unfortunately, the enterprise software world is largely dominated by the use of frameworks (e.g. Spring vs Quarkus on backend side, Angular vs React on frontend side), an abstraction which is useful to avoid code bloat but limits the creative job of a programmer, making him just an expert user of a particular framework. These frameworks are also susceptible to be replaced by other competing frameworks, generically perceived as \"innovative\" for some reason. The only way to avoid to be forced to learn a framework every N years is to understand what happens behind the abstractions, which means to develop a good intuition of what happens at the hardware/software interface ( getting closer to the metal , as the kool kids say). This is why so frequently people attempt to re-implement from scratch a good piece of software to understand \"how things work\" [7] . Undoubtedly, this crafting or artistic view [8] of the act of programming implies a longer (lifelong [9] ?) and steeper learning curve than any fancy YouTube tutorial would commit to, but this is still better than getting stuck in a plateau after a brief exponential growth where developers end up acting merely as code monkeys or blue collars. Sometimes the working environment of IT companies with big moneys itself tricks you into: voluntarily ceasing to improve because of a belief that expert status has been reached and thus further improvement is not possible.. This opting into indefinite mediocrity is the entry into an oblique phase in skills acquisition that I will call \"Expert Beginner\" [10] . In this respect, the following chapters naturally derail from application programming to system programming , and finally to hardware stuff. The last chapters mostly deal with collateral and/or enjoyable aspects of programming. Vicki Boykis, IT runs on Java 8 Jamis Buck, LEGOs, Play-Doh, and Programming aka antirez Joel Spolsky, The Law of Leaky Abstractions Andrew Doss, How Long is a Negative Timeout? Fabien Sanglard, A Linux evening... Julia Evans, Get better at programming by learning how things work Peter Norvig, pytudes Peter Norvig, Teach Yourself Programming in Ten Years Erik Dietrich, How Developers Stop Learning: Rise of the Expert Beginner","breadcrumbs":"Introduction » Introduction","id":"0","title":"Introduction"},"1":{"body":"Teach Yourself Programming in Ten Years Teach Yourself Computer Science Path to a free self-taught education in Computer Science! 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Version control tools: Liquibase Paradigms for managing data: Data Mesh vs. Data Fabric vs. Data Lake Data Mesh Architecture Entity Relationship Diagrams with draw.io","breadcrumbs":"Databases & SQL » Databases & SQL","id":"10","title":"Databases & SQL"},"11":{"body":"From Microservices to Distributed Systems: A Survival Guide for Java Devs Microservices Patterns Patterns of Distributed Systems Vitillo, Understanding Distributed Systems. What every developer should know about large distributed applications Newman, Building Microservices (2nd ed.) Kleppmann, Designing Data-Intensive Applications Martin, The System Design Primer The Twelve Factors The Reactive Principles. Design Principles for Distributed Applications Testing Distributed Systems The System Design Template I Use The Architecture of Open Source Applications Architecture Playbook Jepsen ByteByteGo System Design Interview MIT 6.824 Distributed Systems (Spring 2020)","breadcrumbs":"Microservices, Distributed Systems & System Design » Microservices, Distributed Systems & System Design","id":"11","title":"Microservices, Distributed Systems & System Design"},"12":{"body":"Java Cloud Development Introduction and Tools A beginner's guide to building DevOps pipelines with open source tools Cloud Application Platform vs Container as a Service vs VM hosted application Containers and Orchestration: What is a container image? Container image formats under the hood A Practical Introduction to Container Terminology Learning Containers From The Bottom Up Containers are chroot with a Marketing Budget Docker Podman + Skopeo + Buildah Container/Cluster Managers: Kubernetes + Helm [ !COURSE ] KubeAcademy [ !OPINION ] WebAssembly vs. Kubernetes Distributions: Self-Managed (Local): minikube kind Microk8s CodeReady Containers (CRC) (a minimal OpenShift -x cluster) Minishift (a minimal OpenShift -x cluster) IoT & Edge Computing: k3s Self-Managed (On Premises/Hybrid) RedHat Openshift Rancher VMware Tanzu Kubernetes Grid (TKG) Kubernetes-as-a-Service (On Cloud) Google Kubernetes Engine (GKE) Amazon Elastic Kubernetes Service (Amazon EKS) Azure Container Service (AKS) Docker Swarm Apache Mesos LXD Cloud Foundry Nomad CI/CD Pipelines: Jenkins A developer's guide to CI/CD and GitOps with Jenkins Pipelines Cloud Platforms: Amazon Web Services (AWS) Microsoft Azure Google Cloud Platform (GCP) Heroku Kim et al., The DevOps Handbook. 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A Guide to Securing Modern Web Applications OWASP Cheat Sheet Series Practical Cryptography for Developers How to find third-party vulnerabilities in your Java code [ !BONUS ] Web Security Academy (n.b. this course is the updated version of the book The Web Application Hacker's Handbook ) [ !BONUS ] See this page fetch itself, byte by byte, over TLS [ !BONUS ] The Illustrated TLS 1.3 Connection [ !BONUS ] the cryptopals crypto challenges [ !BONUS ] Flipper Zero","breadcrumbs":"Security » Security","id":"13","title":"Security"},"14":{"body":"What is a network? An Introduction to Networking Terminology, Interfaces, and Protocols Introduction to Networks Computer Networks: A Systems Approach Grigorik, High Performance Browser Networking: What every web developer should know about networking and web performance Computer Networking Fundamentals Daryl's TCP/IP Primer Packet Traveling Everything you never knew about NATs and wish you hadn't asked Beej's Guide to Network Programming Beej's Guide to Networking Concepts Beej's Guide to Unix Interprocess Communication Michael W. Lucas, Networking for System Administrators Sanders, Practical Packet Analysis SRE books Web technology for developers [ !BONUS ] Web Browser Engineering [ !BONUS ] HTTP Toolkit SSL Termination Web scraping Four Ways to Build Web Apps Self hosting in 2023 [ !OPINION ] The Web's Next Transition [ !OPINION ] The Web Is Fucked [ !OPINION ] The Web We Lost, and The Web We Must Rebuild [ !OPINION ] Who Controls the Internet? 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A Handbook for the Cloud Native Practitioner The Linux Kernel documentation Love, Linux System Programming A Brief Introduction to termios: termios(3) and stty Cosmopolitan Libc The Linux Kernel Module Programming Guide Linux Kernel Teaching Linux Hardening Guide [ !BONUS ] Linux Survival [ !BONUS ] Learn Git Branching [ !BONUS ] Vim Adventures [ !BONUS ] Unix for Poets [ !BONUS ] The Unix Game [ !BONUS ] Awesome UNIX®","breadcrumbs":"The UNIX Toolbox » The UNIX Toolbox","id":"16","title":"The UNIX Toolbox"},"17":{"body":"Tutorials: Build Your Own Text Editor Build Your Own Redis with C/C++ Rebuilding Redis in Ruby Build Your Own Database From Scratch The Ray Tracer Challenge Let's Build a Simple Database Write a Shell in C Crafting Interpreters Creating an Operating System Writing an OS in Rust Writing an Interpreter In Go + Writing a Compiler In Go Write a time-series database engine from scratch tinywm Rails Tutorial: A microblog web app Linux From Scratch Your First LTE Handmade Hero C++ Neural Network in a Weekend Transformers from Scratch Build Your Own Lisp Implementing a toy version of TLS 1.3 Let's build a Full-Text Search engine Let's write a compiler Explaining event loop in 100 lines of code Implementing a distributed key-value store on top of implementing Raft in Go Learn x86-64 assembly by writing a GUI from scratch Writing a Linux Debugger Let's make a Teeny Tiny compiler How to build a window manager in Python Implementing cosine in C from scratch Let's Build a Simple Database. Writing a sqlite clone from scratch in C A Compiler Writing Journey Writing a C Compiler Statically Recompiling NES Games into Native Executables with LLVM and Go Lists: Build your own X Project Based Learning Projects-from-Scratch","breadcrumbs":"From Scratch » From Scratch","id":"17","title":"From Scratch"},"18":{"body":"systemd by example TinyGo Playground JSFiddle Mess With DNS DNS lookup tool Nginx playground SQL playground sqlime regex101 regexr Learn Git Branching wokwi Compiler Explorer shadertoy Unicode analyzer What unicode character is this? fffuel Float Exposed crontab guru Play with Kubernetes","breadcrumbs":"Playgrounds » Playgrounds","id":"18","title":"Playgrounds"},"19":{"body":"A guide to getting started with embedded systems What is an Arduino? What is a Raspberry Pi? How Does an FPGA Work? FPGA vs. Microcontroller. What is the Difference? Arduino Starter Kit Basic knowledge about principles and techniques behind the Arduino ecosystem The Untold History of Arduino Concise electronics for geeks Lessons in Electric Circuits Platt, Electronics: Learning by Discovery: A hands-on primer for the new electronics enthusiast Practical Guide to Radio-Frequency Analysis and Design SDR I/Q tools Intel HEX Microsoldering 101 So you want to build an embedded Linux system? How a CPU works: Bare metal C on my RISC-V toy CPU ElectronicsNotes [ !BONUS ] Assembly Language Adventures [ !BONUS ] Post-apocalyptic programming [ !BONUS ] A Journey in Creating an Operating System Kernel","breadcrumbs":"Embedded Systems & Electronics » Embedded Systems & Electronics","id":"19","title":"Embedded Systems & Electronics"},"2":{"body":"A Brief History of the Java Programming Language Programming Language Fundamentals [1] : JRE, JDK & JVM JVM Anatomy Quarks JVM Field Guide: Memory Byte Code vs. Machine Code Java Bytecode Simplified: Journey to the Wonderland Compiling with javac and Running with Arguments from CLI IDE [2] [ !OPINION ] Stop Making Students Use Eclipse VSCode Debugging Heap & Stack Variables Arithmetic & Boolean Expressions Built-in Types of Data Default Initialization Wrappers & Autoboxing Arrays The Object Class this & super keywords equals() & hashCode() methods Constants & Enumerations Access Modifiers Classes & Object-Oriented Programming (OOP) Basic Concepts Interfaces vs. Abstract Classes (Abstraction) Nested Classes, Inner Classes & Anonymous Classes Inheritance vs. Composition Polymorphism & Upcasting vs. Downcasting Encapsulation & Data Hiding Control Flow Statements Methods Passing-by-Value vs. Passing-by-Reference Overloading & Overriding The main method Exceptions Throwable, Exception & Error Checked vs. Unchecked Try/Catch & Catch-or-Declare Requirement Collections Iterable & Iterator Comparable & Comparator Sorting & Searching Stack & Queue List, Set & Map I/O Streams Lambda Expressions & Method References Recursion The Three Laws of Recursion Build Automation Tools: Ant vs Maven vs Gradle [ !OPINION ] Why I Moved Back from Gradle to Maven Scripting: JShell, JBang Horstmann, Core Java Fundementals (Vol. 1 & 2) Bloch, Effective Java Design Patterns Unit Testing: Tahchiev, JUnit in Action Advanced Topics: Generics Reflection Concurrency, Multi-threading, Parallelism and Asynchronus Programming: 5 Things You Probably Didn't Know About Java Concurrency Applying Concurrency and Multi-threading to Common Java Patterns Advanced Java Concurrent Patterns Java Fundamentals: Asynchronous Programming Using CompletionStage [ !WIP ] Project Loom [ !WARNING ] Loom and Thread Fairness Reactive Programming The Essence of Reactive Programming in Java The Difference Between a Reactive Non-Blocking Model and Classic Asynchronous Code EventLoop vs Thread per Request Model Java APIs The Java Version Almanac New language features since Java 8 to 17 It's hard to choose a specific course since there's plenty of training material available on the web, so just pick one and make sure that you really understand the topics mentioned below. If in doubt, try with the video lectures ( 1 + 2 ) of the book Computer Science: An Interdisciplinary Approach by Wayne and Sedgewick. There's a number of IDEs available for Java in this day and age, but my personal preference goes to Visual Studio Code as the ideal programming environment for polyglot developers: just to mention some features, VSCode allows you to open a remote folder on any remote machine, virtual machine, or container with a running SSH server (also integrating nicely with WSL ), visualize data structures while debugging and can run in a lightweight version in a web browser without installing anything.","breadcrumbs":"Java » Java","id":"2","title":"Java"},"20":{"body":"The Open Source Definition Pivotal moments in open source history Convivial software (or, why open source matters) What is open hardware? 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A Coloring Book About Math","breadcrumbs":"Math » Math","id":"21","title":"Math"},"22":{"body":"A visual introduction to machine learning How I learn machine learning C++ Neural Network in a Weekend The Neural Network Zoo fast.ai — Making neural nets uncool again MIT Introduction to Deep Learning Dive into Deep Learning Manning & Schutze, Foundations of Statistical Natural Language Processing Jurafsky & Martin, Speech and Language Processing Eisenstein, [Introduction to Natural Language Processing] Molnar, Interpretable Machine Learning McKay, Information Theory, Inference and Learning Algorithms Hastie, Tibshirani & Friedman, The Elements of Statistical Learning Visualizing machine learning one concept at a time What are embeddings? A Very Gentle Introduction to Large Language Models without the Hype The Gradient ruder.io nlp-library [ !BONUS ] Neural networks from scratch","breadcrumbs":"Machine Learning and Deep Learning » Machine Learning and Deep Learning","id":"22","title":"Machine Learning and Deep Learning"},"23":{"body":"Git: How to Write a Git Commit Message Shell Scripting Shell Script Best Practices Characters: The Absolute Minimum Every Software Developer Absolutely, Positively Must Know About Unicode and Character Sets (No Excuses!) The Great Newline Schism ASCII Table Invisible characters Internationalization and localization (i18n) PO Files Dates: All About java.util.Date UTC is enough for everyone... right? Storing UTC is not a silver bullet Designing a REST API: Unix time vs ISO-8601 Numbers: Floating Point Math [ !BONUS ] Float Toy Why do arrays start at 0? RegEx: How to Find or Validate an Email Address Possessive Quantifiers OS Compatibility: A Guide to POSIX Use the XDG Base Directory Specification! Libraries Google Best Practices for Java Libraries Testing: Modern Best Practices for Testing in Java Software Design: Alternatives to DTO [ !OPINION ] My 10 Years of Programming Experience [ !OPINION ] LEGOs, Play-Doh, and Programming Code Formatting: EditorConfig Google Java Style Guide HTTP: CORS: Developers don't understand CORS You don't need that CORS request Understanding \"same-site\" and \"same-origin\" The perils of the \"real\" client IP The HTTP crash course nobody asked for REST APIs: OpenAPI Specification [ !OPINION ] Roy Fielding's Misappropriated REST Dissertation Best Practices for Designing a Pragmatic RESTful API Zalando RESTful API and Event Guidelines Standards.REST List of HTTP status codes The HTTP QUERY Method Web: To www or not to www - Should you use www or not in your domain? Making Websites Small Containers: Best practices for writing Dockerfiles Attack of the mutant tags!. Or why tag mutability is a real security threat Container security best practices: Comprehensive guide Distributed Systems: [ !OPINION ] Don't start with microservices - monoliths are your friend Fallacies of Distributed Systems You Are Not Google Microservices and the Big Ball of Mud Networks: ICMP, Ping, and Traceroute - What I Wish I Was Taught How to hide your IP address Memory: What Every Programmer Should Know About Memory What Should I Know About Garbage Collection as a Java Developer? Performance: Latency Numbers Every Programmer Should Know Programming Languages and Compilers: Is every language written in C? Assembly code vs Machine code vs Object code? Introduction to Language Theory Syntax Syntax Design Backus-Naur form Resources for Amateur Compiler Writers Low-Code and the Democratization of Programming. Rethinking Where Programming Is Headed The faker's guide to reading (x86) assembly language [ !BONUS ] Compiler Explorer Favorite compiler and interpreter resources Laws and Principles: Programming Principles The Law of Leaky Abstractions Conway's law What Happens When: What happens when you run 'Hello, world' What happens when you press a key in your terminal? What happens when you load a URL? What happens when a CPU starts What happens when you start a process on Linux? What happens when you update your DNS? What happens when... Hard Stuff: Hard things in Computer Science How to name things: the hardest problem in programming Miscellanea: What is the difference between Terminal, Console, Shell, and Command Line? Quantum computing for the very curious","breadcrumbs":"Best Practices, Common Pitfalls, Curious Stuff & Basic Things You Should Know » Best Practices, Common Pitfalls, Curious Stuff & Basic Things You Should Know","id":"23","title":"Best Practices, Common Pitfalls, Curious Stuff & Basic Things You Should Know"},"24":{"body":"Petzold, Code: The Hidden Language of Computer Hardware and Software Hunt & Thomas, The Pragmatic Programmer Brooks, The Mythical Man-Month: Essays on Software Engineering C. Martin, Clean Code: A Handbook of Agile Software Craftsmanship Freeman & Pryce, Growing Object-Oriented Software, Guided by Tests (GOOS) Fowler & Beck, Refactoring Sussman & Abelson, Structure and Interpretation of Computer Programs (SICP) Jon Louis Bentley ,Programming Pearls Bryant, Computer Systems: A Programmer's Perspective (CS:APP3e) Patterson and Hennessy, Computer Organization and Design (MIPS Edition). The Hardware/Software Interface [ !FUTURE CLASSIC ] Dive into Systems Nisan and Schocken, Elements of Computing Systems (nand2tetris) Tanenbaum and Bos, Modern Operating Systems Tanenbaum and Wetherall, Computer Networks (6ed) Ullman and Hopcroft, Introduction to Automata Theory, Languages, and Computations (Cinderella Book) Aho, Lam, Sethi, and Ullman, Compilers: Principles, Techniques, and Tools (Dragon Book) [ !FUTURE CLASSIC ] Nystrom, Crafting Interpreters Cormen, Leiserson, Rivest, and Stein, Introduction to Algorithms (The Big Book) [ !BEGINNER-FRIENDLY ] Sedgewick and Wayne, Algorithms (4ed) Kernighan and Ritchie, The C Programming Language Kernighan and Pike, The Practice of Programming Kernighan and Pike, The Unix Programming Environment ESR, The Art of Unix Programming Rochkind, Advanced Unix Programming Stevens. Advanced Programming In The Unix Environment Bach, The Design Of The Unix Operating System Knuth, Patashnik, and Graham, Concrete Mathematics: A Foundation for Computer Science Knuth, The Art of Computer Programming Bishop, Pattern Recognition and Machine Learning Norvig, Paradigms of Artificial Intelligence Programming Jurafsky and Martin, Speech and Language Processing (3rd ed., draft) (SLP3) Norvig and Russel, Artificial Intelligence: A Modern Approach Snyder, Nemeth, Whaley, Hein, Mackin, UNIX and Linux System Administration Handbook Bovet and Cesati, Understanding the Linux Kernel Rubini, Linux Device Drivers Kerrisk, The Linux Programming Interface Brendan, Systems Performance: Enterprise and the Cloud [ !FUTURE CLASSIC ] Kleppmann, Designing Data-Intensive Applications [ !FUTURE CLASSIC ] Petrov, Database Internals: A Deep Dive Into How Distributed Data Systems Work","breadcrumbs":"Classics & Bibles » Classics & Bibles","id":"24","title":"Classics & Bibles"},"25":{"body":"List of pioneers in computer science Emerson, Reading Writing Interfaces. From the Digital to the Bookbound The History of the Graphical User Interface - 1945 to 1980 PAPERCRAFT MODELS Computer Science academic papers selected by the Fermat’s Library Journal Club Broca, Utopie du logiciel libre. Du bricolage informatique à la réinvention sociale (cfr. 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I use it to have a personal log of good stuff I discover while wandering about in the web. Ideally, the list describes a learning path to get into programming starting from Java, which is just the typical entry point (or entry level) programming language for many people in enterprise software development. Despite all the criticism , the world still runs on Java 8 [1] : since it's an ubiquitous language, you will encounter it even in the most remote places (e.g. in a PlayStation ). On the other hand, some of these critics are well-founded [2] . So, equally, having a look to modern programming languages sounds reasonable. Especially to Go, which really seems to be destined to replace Java pretty everywhere. Generally speaking, any programming language is good as long as it allows you to get your job done (just like any natural language is good as long as it allows you to express yourself). Although the list is very dense, one must keep in mind that the focus of learning to code should always be on learning abstract concepts and their low-level implementation details, which underlie the tech stack used in modern programming, rather than specific and ephemeral tools (e.g. libraries, frameworks, etc.): Modern programming is becoming complex, uninteresting, full of layers that just need to be glued. It is losing most of its beauty. In that sense, most programming is no longer art nor high engineering (most programs written at big and small corporations are trivial: coders just need to understand certain ad-hoc abstractions, and write some logic and glue code ). Only very few programmers are facing the artistic face of programming. Only very few programmers are facing high engineering in programming. Salvatore Sanfilippo [3] In fact, an application software usually consists of levels (or layers) of abstraction , wherein each level represents a different model of the same information and processes, but with varying amounts of detail. Each relatively abstract, higher level builds on a relatively concrete, lower level, which tends to provide an increasingly granular representation. Abstractions are useful, but all non-trivial abstractions, to some degree, are leaky [4] . So, blindly ignoring what happens at lower levels can cause performance issues or (worst) unintended bugs which are hard to debug (e.g. inscrutable incidents in production [5] ). Solving such issues thanks to Q&A websites like Stack Overflow does not help learning what actually went wrong leaving a certain sense of frustration (a common feeling for Linux users [6] ). Unfortunately, the enterprise software world is largely dominated by the use of frameworks (e.g. Spring vs Quarkus on backend side, Angular vs React on frontend side), an abstraction which is useful to avoid code bloat but limits the creative job of a programmer, making him just an expert user of a particular framework. These frameworks are also susceptible to be replaced by other competing frameworks, generically perceived as \"innovative\" for some reason. The only way to avoid to be forced to learn a framework every N years is to understand what happens behind the abstractions, which means to develop a good intuition of what happens at the hardware/software interface ( getting closer to the metal , as the kool kids say). This is why so frequently people attempt to re-implement from scratch a good piece of software to understand \"how things work\" [7] . Undoubtedly, this crafting or artistic view [8] of the act of programming implies a longer (lifelong [9] ?) and steeper learning curve than any fancy YouTube tutorial would commit to, but this is still better than getting stuck in a plateau after a brief exponential growth where developers end up acting merely as code monkeys or blue collars. Sometimes the working environment of IT companies with big moneys itself tricks you into: voluntarily ceasing to improve because of a belief that expert status has been reached and thus further improvement is not possible.. This opting into indefinite mediocrity is the entry into an oblique phase in skills acquisition that I will call \"Expert Beginner\" [10] . In this respect, the following chapters naturally derail from application programming to system programming , and finally to hardware stuff. The last chapters mostly deal with collateral and/or enjoyable aspects of programming. Vicki Boykis, IT runs on Java 8 Jamis Buck, LEGOs, Play-Doh, and Programming aka antirez Joel Spolsky, The Law of Leaky Abstractions Andrew Doss, How Long is a Negative Timeout? Fabien Sanglard, A Linux evening... Julia Evans, Get better at programming by learning how things work Peter Norvig, pytudes Peter Norvig, Teach Yourself Programming in Ten Years Erik Dietrich, How Developers Stop Learning: Rise of the Expert Beginner","breadcrumbs":"Introduction » Introduction","id":"0","title":"Introduction"},"1":{"body":"Teach Yourself Programming in Ten Years Teach Yourself Computer Science Path to a free self-taught education in Computer Science! 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Version control tools: Liquibase Paradigms for managing data: Data Mesh vs. Data Fabric vs. Data Lake Data Mesh Architecture Entity Relationship Diagrams with draw.io","breadcrumbs":"Databases & SQL » Databases & SQL","id":"10","title":"Databases & SQL"},"11":{"body":"From Microservices to Distributed Systems: A Survival Guide for Java Devs Microservices Patterns Patterns of Distributed Systems Vitillo, Understanding Distributed Systems. What every developer should know about large distributed applications Newman, Building Microservices (2nd ed.) Kleppmann, Designing Data-Intensive Applications Martin, The System Design Primer The Twelve Factors The Reactive Principles. Design Principles for Distributed Applications Testing Distributed Systems The System Design Template I Use The Architecture of Open Source Applications Architecture Playbook Jepsen ByteByteGo System Design Interview MIT 6.824 Distributed Systems (Spring 2020)","breadcrumbs":"Microservices, Distributed Systems & System Design » Microservices, Distributed Systems & System Design","id":"11","title":"Microservices, Distributed Systems & System Design"},"12":{"body":"Java Cloud Development Introduction and Tools A beginner's guide to building DevOps pipelines with open source tools Cloud Application Platform vs Container as a Service vs VM hosted application Containers and Orchestration: What is a container image? Container image formats under the hood A Practical Introduction to Container Terminology Learning Containers From The Bottom Up Containers are chroot with a Marketing Budget Docker Podman + Skopeo + Buildah Container/Cluster Managers: Kubernetes + Helm [ !COURSE ] KubeAcademy [ !OPINION ] WebAssembly vs. Kubernetes Distributions: Self-Managed (Local): minikube kind Microk8s CodeReady Containers (CRC) (a minimal OpenShift -x cluster) Minishift (a minimal OpenShift -x cluster) IoT & Edge Computing: k3s Self-Managed (On Premises/Hybrid) RedHat Openshift Rancher VMware Tanzu Kubernetes Grid (TKG) Kubernetes-as-a-Service (On Cloud) Google Kubernetes Engine (GKE) Amazon Elastic Kubernetes Service (Amazon EKS) Azure Container Service (AKS) Docker Swarm Apache Mesos LXD Cloud Foundry Nomad CI/CD Pipelines: Jenkins A developer's guide to CI/CD and GitOps with Jenkins Pipelines Cloud Platforms: Amazon Web Services (AWS) Microsoft Azure Google Cloud Platform (GCP) Heroku Kim et al., The DevOps Handbook. 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A Guide to Securing Modern Web Applications OWASP Cheat Sheet Series Practical Cryptography for Developers How to find third-party vulnerabilities in your Java code [ !BONUS ] Web Security Academy (n.b. this course is the updated version of the book The Web Application Hacker's Handbook ) [ !BONUS ] See this page fetch itself, byte by byte, over TLS [ !BONUS ] The Illustrated TLS 1.3 Connection [ !BONUS ] the cryptopals crypto challenges [ !BONUS ] Flipper Zero","breadcrumbs":"Security » Security","id":"13","title":"Security"},"14":{"body":"What is a network? An Introduction to Networking Terminology, Interfaces, and Protocols Introduction to Networks Computer Networks: A Systems Approach Grigorik, High Performance Browser Networking: What every web developer should know about networking and web performance Computer Networking Fundamentals Daryl's TCP/IP Primer Packet Traveling Everything you never knew about NATs and wish you hadn't asked Beej's Guide to Network Programming Beej's Guide to Networking Concepts Beej's Guide to Unix Interprocess Communication Michael W. Lucas, Networking for System Administrators Sanders, Practical Packet Analysis SRE books Web technology for developers [ !BONUS ] Web Browser Engineering [ !BONUS ] HTTP Toolkit SSL Termination Web scraping Four Ways to Build Web Apps Self hosting in 2023 [ !OPINION ] The Web's Next Transition [ !OPINION ] The Web Is Fucked [ !OPINION ] The Web We Lost, and The Web We Must Rebuild [ !OPINION ] Who Controls the Internet? And should they?","breadcrumbs":"Networking, Web & Browsers » Networking, Web & Browsers","id":"14","title":"Networking, Web & Browsers"},"15":{"body":"Learn to Code HTML & CSS 180 websites in 180 days htmldog Responsive Web Design Learn web development The Modern JavaScript Tutorial Four Eras of JavaScript Frameworks Move over JavaScript: Back-end languages are coming to the front-end The Future of Web Software Is HTML-over-WebSockets Visual design rules you can safely follow every time [ !BONUS ] Can I use? [ !BONUS ] Web Design Museum [ !OPINION ] All software is web software now","breadcrumbs":"HTML, CSS & JS » HTML & CSS & JS","id":"15","title":"HTML & CSS & JS"},"16":{"body":"What is GNU/Linux? Unix wars Unix philosophy Introduction to Bash Survival guide for Unix newbies Settling into Unix Shell programming with bash: by example, by counter-example Sculpting text with regex, grep, sed, awk, emacs and vim RegexOne. Learn Regular Expressions with simple, interactive exercises vi Survival Guide Pro Git The Art Of Scripting HTTP Requests Using Curl How I use cron in Linux Getting started with tmux Tmux for mere mortals How much memory my program uses or the tale of working set size Hausenblas, Learning Modern Linux. A Handbook for the Cloud Native Practitioner The Linux Kernel documentation Love, Linux System Programming A Brief Introduction to termios: termios(3) and stty Cosmopolitan Libc The Linux Kernel Module Programming Guide Linux Kernel Teaching Linux Hardening Guide [ !BONUS ] Linux Survival [ !BONUS ] Learn Git Branching [ !BONUS ] Vim Adventures [ !BONUS ] Unix for Poets [ !BONUS ] The Unix Game [ !BONUS ] Awesome UNIX®","breadcrumbs":"The UNIX Toolbox » The UNIX Toolbox","id":"16","title":"The UNIX Toolbox"},"17":{"body":"Tutorials: Build Your Own Text Editor Build Your Own Redis with C/C++ Rebuilding Redis in Ruby Build Your Own Database From Scratch The Ray Tracer Challenge Let's Build a Simple Database Write a Shell in C Crafting Interpreters Creating an Operating System Writing an OS in Rust Writing an Interpreter In Go + Writing a Compiler In Go Write a time-series database engine from scratch tinywm Rails Tutorial: A microblog web app Linux From Scratch Your First LTE Handmade Hero C++ Neural Network in a Weekend Transformers from Scratch Build Your Own Lisp Implementing a toy version of TLS 1.3 Let's build a Full-Text Search engine Let's write a compiler Explaining event loop in 100 lines of code Implementing a distributed key-value store on top of implementing Raft in Go Learn x86-64 assembly by writing a GUI from scratch Writing a Linux Debugger Let's make a Teeny Tiny compiler How to build a window manager in Python Implementing cosine in C from scratch Let's Build a Simple Database. Writing a sqlite clone from scratch in C A Compiler Writing Journey Writing a C Compiler Statically Recompiling NES Games into Native Executables with LLVM and Go Lists: Build your own X Project Based Learning Projects-from-Scratch","breadcrumbs":"From Scratch » From Scratch","id":"17","title":"From Scratch"},"18":{"body":"systemd by example TinyGo Playground JSFiddle Mess With DNS DNS lookup tool Nginx playground SQL playground sqlime regex101 regexr Learn Git Branching wokwi Compiler Explorer shadertoy Unicode analyzer What unicode character is this? fffuel Float Exposed crontab guru Play with Kubernetes","breadcrumbs":"Playgrounds » Playgrounds","id":"18","title":"Playgrounds"},"19":{"body":"A guide to getting started with embedded systems What is an Arduino? What is a Raspberry Pi? How Does an FPGA Work? FPGA vs. Microcontroller. What is the Difference? Arduino Starter Kit Basic knowledge about principles and techniques behind the Arduino ecosystem The Untold History of Arduino Learn electronics by practice Concise electronics for geeks Lessons in Electric Circuits Platt, Electronics: Learning by Discovery: A hands-on primer for the new electronics enthusiast Practical Guide to Radio-Frequency Analysis and Design SDR I/Q tools Intel HEX Microsoldering 101 So you want to build an embedded Linux system? How a CPU works: Bare metal C on my RISC-V toy CPU ElectronicsNotes [ !BONUS ] Assembly Language Adventures [ !BONUS ] Post-apocalyptic programming [ !BONUS ] A Journey in Creating an Operating System Kernel","breadcrumbs":"Embedded Systems & Electronics » Embedded Systems & Electronics","id":"19","title":"Embedded Systems & Electronics"},"2":{"body":"A Brief History of the Java Programming Language Programming Language Fundamentals [1] : JRE, JDK & JVM JVM Anatomy Quarks JVM Field Guide: Memory Byte Code vs. Machine Code Java Bytecode Simplified: Journey to the Wonderland Compiling with javac and Running with Arguments from CLI IDE [2] [ !OPINION ] Stop Making Students Use Eclipse VSCode Debugging Heap & Stack Variables Arithmetic & Boolean Expressions Built-in Types of Data Default Initialization Wrappers & Autoboxing Arrays The Object Class this & super keywords equals() & hashCode() methods Constants & Enumerations Access Modifiers Classes & Object-Oriented Programming (OOP) Basic Concepts Interfaces vs. Abstract Classes (Abstraction) Nested Classes, Inner Classes & Anonymous Classes Inheritance vs. Composition Polymorphism & Upcasting vs. Downcasting Encapsulation & Data Hiding Control Flow Statements Methods Passing-by-Value vs. Passing-by-Reference Overloading & Overriding The main method Exceptions Throwable, Exception & Error Checked vs. Unchecked Try/Catch & Catch-or-Declare Requirement Collections Iterable & Iterator Comparable & Comparator Sorting & Searching Stack & Queue List, Set & Map I/O Streams Lambda Expressions & Method References Recursion The Three Laws of Recursion Build Automation Tools: Ant vs Maven vs Gradle [ !OPINION ] Why I Moved Back from Gradle to Maven Scripting: JShell, JBang Horstmann, Core Java Fundementals (Vol. 1 & 2) Bloch, Effective Java Design Patterns Unit Testing: Tahchiev, JUnit in Action Advanced Topics: Generics Reflection Concurrency, Multi-threading, Parallelism and Asynchronus Programming: 5 Things You Probably Didn't Know About Java Concurrency Applying Concurrency and Multi-threading to Common Java Patterns Advanced Java Concurrent Patterns Java Fundamentals: Asynchronous Programming Using CompletionStage [ !WIP ] Project Loom [ !WARNING ] Loom and Thread Fairness Reactive Programming The Essence of Reactive Programming in Java The Difference Between a Reactive Non-Blocking Model and Classic Asynchronous Code EventLoop vs Thread per Request Model Java APIs The Java Version Almanac New language features since Java 8 to 17 It's hard to choose a specific course since there's plenty of training material available on the web, so just pick one and make sure that you really understand the topics mentioned below. If in doubt, try with the video lectures ( 1 + 2 ) of the book Computer Science: An Interdisciplinary Approach by Wayne and Sedgewick. There's a number of IDEs available for Java in this day and age, but my personal preference goes to Visual Studio Code as the ideal programming environment for polyglot developers: just to mention some features, VSCode allows you to open a remote folder on any remote machine, virtual machine, or container with a running SSH server (also integrating nicely with WSL ), visualize data structures while debugging and can run in a lightweight version in a web browser without installing anything.","breadcrumbs":"Java » Java","id":"2","title":"Java"},"20":{"body":"The Open Source Definition Pivotal moments in open source history Convivial software (or, why open source matters) What is open hardware? Open Source Ecology iFixit Repair Manifesto Right to Repair RepairCafé FOSDEM [ !ITA ] Open Source Saturday Italy","breadcrumbs":"Open Source, DIY & Right to Repair » Open Source, DIY & Right to Repair","id":"20","title":"Open Source, DIY & Right to Repair"},"21":{"body":"Kun, A Programmer's Introduction to Mathematics Mathematics for the adventurous self-learner 3Blue1Brown Khan Academy Interactive Linear Algebra Seeing Theory. A Visual Introduction to Probability and Statistics Fundamental Math for Game Developers Category Theory Illustrated Beautiful Symmetry. A Coloring Book About Math","breadcrumbs":"Math » Math","id":"21","title":"Math"},"22":{"body":"A visual introduction to machine learning How I learn machine learning C++ Neural Network in a Weekend The Neural Network Zoo fast.ai — Making neural nets uncool again MIT Introduction to Deep Learning Dive into Deep Learning Manning & Schutze, Foundations of Statistical Natural Language Processing Jurafsky & Martin, Speech and Language Processing Eisenstein, [Introduction to Natural Language Processing] Molnar, Interpretable Machine Learning McKay, Information Theory, Inference and Learning Algorithms Hastie, Tibshirani & Friedman, The Elements of Statistical Learning Visualizing machine learning one concept at a time What are embeddings? A Very Gentle Introduction to Large Language Models without the Hype The Gradient ruder.io nlp-library [ !BONUS ] Neural networks from scratch","breadcrumbs":"Machine Learning and Deep Learning » Machine Learning and Deep Learning","id":"22","title":"Machine Learning and Deep Learning"},"23":{"body":"Git: How to Write a Git Commit Message Shell Scripting Shell Script Best Practices Characters: The Absolute Minimum Every Software Developer Absolutely, Positively Must Know About Unicode and Character Sets (No Excuses!) The Great Newline Schism ASCII Table Invisible characters Internationalization and localization (i18n) PO Files Dates: All About java.util.Date UTC is enough for everyone... right? Storing UTC is not a silver bullet Designing a REST API: Unix time vs ISO-8601 Numbers: Floating Point Math [ !BONUS ] Float Toy Why do arrays start at 0? RegEx: How to Find or Validate an Email Address Possessive Quantifiers OS Compatibility: A Guide to POSIX Use the XDG Base Directory Specification! Libraries Google Best Practices for Java Libraries Testing: Modern Best Practices for Testing in Java Software Design: Alternatives to DTO [ !OPINION ] My 10 Years of Programming Experience [ !OPINION ] LEGOs, Play-Doh, and Programming Code Formatting: EditorConfig Google Java Style Guide HTTP: CORS: Developers don't understand CORS You don't need that CORS request Understanding \"same-site\" and \"same-origin\" The perils of the \"real\" client IP The HTTP crash course nobody asked for REST APIs: OpenAPI Specification [ !OPINION ] Roy Fielding's Misappropriated REST Dissertation Best Practices for Designing a Pragmatic RESTful API Zalando RESTful API and Event Guidelines Standards.REST List of HTTP status codes The HTTP QUERY Method Web: To www or not to www - Should you use www or not in your domain? Making Websites Small Containers: Best practices for writing Dockerfiles Attack of the mutant tags!. Or why tag mutability is a real security threat Container security best practices: Comprehensive guide Distributed Systems: [ !OPINION ] Don't start with microservices - monoliths are your friend Fallacies of Distributed Systems You Are Not Google Microservices and the Big Ball of Mud Networks: ICMP, Ping, and Traceroute - What I Wish I Was Taught How to hide your IP address Memory: What Every Programmer Should Know About Memory What Should I Know About Garbage Collection as a Java Developer? Performance: Latency Numbers Every Programmer Should Know Programming Languages and Compilers: Is every language written in C? Assembly code vs Machine code vs Object code? Introduction to Language Theory Syntax Syntax Design Backus-Naur form Resources for Amateur Compiler Writers Low-Code and the Democratization of Programming. Rethinking Where Programming Is Headed The faker's guide to reading (x86) assembly language [ !BONUS ] Compiler Explorer Favorite compiler and interpreter resources Laws and Principles: Programming Principles The Law of Leaky Abstractions Conway's law What Happens When: What happens when you run 'Hello, world' What happens when you press a key in your terminal? What happens when you load a URL? What happens when a CPU starts What happens when you start a process on Linux? What happens when you update your DNS? What happens when... Hard Stuff: Hard things in Computer Science How to name things: the hardest problem in programming Miscellanea: What is the difference between Terminal, Console, Shell, and Command Line? Quantum computing for the very curious","breadcrumbs":"Best Practices, Common Pitfalls, Curious Stuff & Basic Things You Should Know » Best Practices, Common Pitfalls, Curious Stuff & Basic Things You Should Know","id":"23","title":"Best Practices, Common Pitfalls, Curious Stuff & Basic Things You Should Know"},"24":{"body":"Petzold, Code: The Hidden Language of Computer Hardware and Software Hunt & Thomas, The Pragmatic Programmer Brooks, The Mythical Man-Month: Essays on Software Engineering C. Martin, Clean Code: A Handbook of Agile Software Craftsmanship Freeman & Pryce, Growing Object-Oriented Software, Guided by Tests (GOOS) Fowler & Beck, Refactoring Sussman & Abelson, Structure and Interpretation of Computer Programs (SICP) Jon Louis Bentley ,Programming Pearls Bryant, Computer Systems: A Programmer's Perspective (CS:APP3e) Patterson and Hennessy, Computer Organization and Design (MIPS Edition). The Hardware/Software Interface [ !FUTURE CLASSIC ] Dive into Systems Nisan and Schocken, Elements of Computing Systems (nand2tetris) Tanenbaum and Bos, Modern Operating Systems Tanenbaum and Wetherall, Computer Networks (6ed) Ullman and Hopcroft, Introduction to Automata Theory, Languages, and Computations (Cinderella Book) Aho, Lam, Sethi, and Ullman, Compilers: Principles, Techniques, and Tools (Dragon Book) [ !FUTURE CLASSIC ] Nystrom, Crafting Interpreters Cormen, Leiserson, Rivest, and Stein, Introduction to Algorithms (The Big Book) [ !BEGINNER-FRIENDLY ] Sedgewick and Wayne, Algorithms (4ed) Kernighan and Ritchie, The C Programming Language Kernighan and Pike, The Practice of Programming Kernighan and Pike, The Unix Programming Environment ESR, The Art of Unix Programming Rochkind, Advanced Unix Programming Stevens. 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I use it to have a personal log of good stuff I discover while wandering about in the web. Ideally, the list describes a learning path to get into programming starting from Java, which is just the typical entry point (or entry level) programming language for many people in enterprise software development. Despite all the criticism , the world still runs on Java 8 [1] : since it's an ubiquitous language, you will encounter it even in the most remote places (e.g. in a PlayStation ). On the other hand, some of these critics are well-founded [2] . So, equally, having a look to modern programming languages sounds reasonable. Especially to Go, which really seems to be destined to replace Java pretty everywhere. Generally speaking, any programming language is good as long as it allows you to get your job done (just like any natural language is good as long as it allows you to express yourself). Although the list is very dense, one must keep in mind that the focus of learning to code should always be on learning abstract concepts and their low-level implementation details, which underlie the tech stack used in modern programming, rather than specific and ephemeral tools (e.g. libraries, frameworks, etc.): Modern programming is becoming complex, uninteresting, full of layers that just need to be glued. It is losing most of its beauty. In that sense, most programming is no longer art nor high engineering (most programs written at big and small corporations are trivial: coders just need to understand certain ad-hoc abstractions, and write some logic and glue code ). Only very few programmers are facing the artistic face of programming. Only very few programmers are facing high engineering in programming. Salvatore Sanfilippo [3] In fact, an application software usually consists of levels (or layers) of abstraction , wherein each level represents a different model of the same information and processes, but with varying amounts of detail. Each relatively abstract, higher level builds on a relatively concrete, lower level, which tends to provide an increasingly granular representation. Abstractions are useful, but all non-trivial abstractions, to some degree, are leaky [4] . So, blindly ignoring what happens at lower levels can cause performance issues or (worst) unintended bugs which are hard to debug (e.g. inscrutable incidents in production [5] ). Solving such issues thanks to Q&A websites like Stack Overflow does not help learning what actually went wrong leaving a certain sense of frustration (a common feeling for Linux users [6] ). Unfortunately, the enterprise software world is largely dominated by the use of frameworks (e.g. Spring vs Quarkus on backend side, Angular vs React on frontend side), an abstraction which is useful to avoid code bloat but limits the creative job of a programmer, making him just an expert user of a particular framework. These frameworks are also susceptible to be replaced by other competing frameworks, generically perceived as \"innovative\" for some reason. The only way to avoid to be forced to learn a framework every N years is to understand what happens behind the abstractions, which means to develop a good intuition of what happens at the hardware/software interface ( getting closer to the metal , as the kool kids say). This is why so frequently people attempt to re-implement from scratch a good piece of software to understand \"how things work\" [7] . Undoubtedly, this crafting or artistic view [8] of the act of programming implies a longer (lifelong [9] ?) and steeper learning curve than any fancy YouTube tutorial would commit to, but this is still better than getting stuck in a plateau after a brief exponential growth where developers end up acting merely as code monkeys or blue collars. Sometimes the working environment of IT companies with big moneys itself tricks you into: voluntarily ceasing to improve because of a belief that expert status has been reached and thus further improvement is not possible.. This opting into indefinite mediocrity is the entry into an oblique phase in skills acquisition that I will call \"Expert Beginner\" [10] . In this respect, the following chapters naturally derail from application programming to system programming , and finally to hardware stuff. The last chapters mostly deal with collateral and/or enjoyable aspects of programming. Vicki Boykis, IT runs on Java 8 Jamis Buck, LEGOs, Play-Doh, and Programming aka antirez Joel Spolsky, The Law of Leaky Abstractions Andrew Doss, How Long is a Negative Timeout? Fabien Sanglard, A Linux evening... Julia Evans, Get better at programming by learning how things work Peter Norvig, pytudes Peter Norvig, Teach Yourself Programming in Ten Years Erik Dietrich, How Developers Stop Learning: Rise of the Expert Beginner","breadcrumbs":"Introduction » Introduction","id":"0","title":"Introduction"},"1":{"body":"Teach Yourself Programming in Ten Years Teach Yourself Computer Science Path to a free self-taught education in Computer Science! From the Transistor to the Web Browser Learn How Computers Work","breadcrumbs":"Teaching Yourself CS » Teaching Yourself CS","id":"1","title":"Teaching Yourself CS"},"10":{"body":"[ !BONUS ] ByteScout SQL Trainer [ !BONUS ] Introduction to SQL Basic Concepts: Things You Should Know About Databases Database Normalization Basics Database Indexes Explained Table Compression and Partitioning Things I Wished More Developers Knew About Databases Comparing database types: how database types evolved to meet different needs Database design basics Database Internals: How Database Work: FE & BE How to learn about database systems How does a relational database work Petrov, Database Internals: A Deep Dive Into How Distributed Data Systems Work Common Relational DBs: Oracle Database MySQL Microsoft SQL Server PostgreSQL IBM Db2 SQLite MariaDB Non-Relational DBs ( NoSQL ) by Type: Wide column: Apache Cassandra Document: ElasticSearch , MongoDB Key-value: Redis Graph: Neo4J [ !BONUS ] What is a Vector Database? Version control tools: Liquibase Paradigms for managing data: Data Mesh vs. Data Fabric vs. Data Lake Data Mesh Architecture Entity Relationship Diagrams with draw.io","breadcrumbs":"Databases & SQL » Databases & SQL","id":"10","title":"Databases & SQL"},"11":{"body":"From Microservices to Distributed Systems: A Survival Guide for Java Devs Microservices Patterns Patterns of Distributed Systems Vitillo, Understanding Distributed Systems. What every developer should know about large distributed applications Newman, Building Microservices (2nd ed.) Kleppmann, Designing Data-Intensive Applications Martin, The System Design Primer The Twelve Factors The Reactive Principles. Design Principles for Distributed Applications Testing Distributed Systems The System Design Template I Use The Architecture of Open Source Applications Architecture Playbook Jepsen ByteByteGo System Design Interview MIT 6.824 Distributed Systems (Spring 2020)","breadcrumbs":"Microservices, Distributed Systems & System Design » Microservices, Distributed Systems & System Design","id":"11","title":"Microservices, Distributed Systems & System Design"},"12":{"body":"Java Cloud Development Introduction and Tools A beginner's guide to building DevOps pipelines with open source tools Cloud Application Platform vs Container as a Service vs VM hosted application Containers and Orchestration: What is a container image? Container image formats under the hood A Practical Introduction to Container Terminology Learning Containers From The Bottom Up Containers are chroot with a Marketing Budget Docker Podman + Skopeo + Buildah Container/Cluster Managers: Kubernetes + Helm [ !COURSE ] KubeAcademy [ !OPINION ] WebAssembly vs. Kubernetes Distributions: Self-Managed (Local): minikube kind Microk8s CodeReady Containers (CRC) (a minimal OpenShift -x cluster) Minishift (a minimal OpenShift -x cluster) IoT & Edge Computing: k3s Self-Managed (On Premises/Hybrid) RedHat Openshift Rancher VMware Tanzu Kubernetes Grid (TKG) Kubernetes-as-a-Service (On Cloud) Google Kubernetes Engine (GKE) Amazon Elastic Kubernetes Service (Amazon EKS) Azure Container Service (AKS) Docker Swarm Apache Mesos LXD Cloud Foundry Nomad CI/CD Pipelines: Jenkins A developer's guide to CI/CD and GitOps with Jenkins Pipelines Cloud Platforms: Amazon Web Services (AWS) Microsoft Azure Google Cloud Platform (GCP) Heroku Kim et al., The DevOps Handbook. How to Create World-Class Agility, Reliability, and Security in Technology Organizations Eisele and Vinto, Modernizing Enterprise Java. A Concise Cloud Native Guide for Developers Introduction to Cloud Infrastructure Technologies [ !OPINION ] The cloudy layers of modern-day programming","breadcrumbs":"Cloud Computing, Containers & DevOps » Cloud Computing, Containers & DevOps","id":"12","title":"Cloud Computing, Containers & DevOps"},"13":{"body":"API authentication and authorization HTTP Security Headers An Introduction to OAuth 2 Identity, Claims, & Tokens. An OpenID Connect Primer: 1 , 2 , 3 jwt.io Awesome Web Security Awesome McDonald, Web Security for Developers Zalewski, Tangled Web. A Guide to Securing Modern Web Applications OWASP Cheat Sheet Series Practical Cryptography for Developers How to find third-party vulnerabilities in your Java code [ !BONUS ] Web Security Academy (n.b. this course is the updated version of the book The Web Application Hacker's Handbook ) [ !BONUS ] See this page fetch itself, byte by byte, over TLS [ !BONUS ] The Illustrated TLS 1.3 Connection [ !BONUS ] the cryptopals crypto challenges [ !BONUS ] Flipper Zero","breadcrumbs":"Security » Security","id":"13","title":"Security"},"14":{"body":"What is a network? An Introduction to Networking Terminology, Interfaces, and Protocols Introduction to Networks Computer Networks: A Systems Approach Grigorik, High Performance Browser Networking: What every web developer should know about networking and web performance Computer Networking Fundamentals Daryl's TCP/IP Primer Packet Traveling Everything you never knew about NATs and wish you hadn't asked Beej's Guide to Network Programming Beej's Guide to Networking Concepts Beej's Guide to Unix Interprocess Communication Michael W. Lucas, Networking for System Administrators Sanders, Practical Packet Analysis SRE books Web technology for developers [ !BONUS ] Web Browser Engineering [ !BONUS ] HTTP Toolkit SSL Termination Web scraping Four Ways to Build Web Apps Self hosting in 2023 [ !OPINION ] The Web's Next Transition [ !OPINION ] The Web Is Fucked [ !OPINION ] The Web We Lost, and The Web We Must Rebuild [ !OPINION ] Who Controls the Internet? And should they?","breadcrumbs":"Networking, Web & Browsers » Networking, Web & Browsers","id":"14","title":"Networking, Web & Browsers"},"15":{"body":"Learn to Code HTML & CSS 180 websites in 180 days htmldog Responsive Web Design Learn web development The Modern JavaScript Tutorial Four Eras of JavaScript Frameworks Move over JavaScript: Back-end languages are coming to the front-end The Future of Web Software Is HTML-over-WebSockets Visual design rules you can safely follow every time [ !BONUS ] Can I use? [ !BONUS ] Web Design Museum [ !OPINION ] All software is web software now","breadcrumbs":"HTML, CSS & JS » HTML & CSS & JS","id":"15","title":"HTML & CSS & JS"},"16":{"body":"What is GNU/Linux? Unix wars Unix philosophy Introduction to Bash Survival guide for Unix newbies Settling into Unix Shell programming with bash: by example, by counter-example Sculpting text with regex, grep, sed, awk, emacs and vim RegexOne. Learn Regular Expressions with simple, interactive exercises vi Survival Guide Pro Git The Art Of Scripting HTTP Requests Using Curl How I use cron in Linux Getting started with tmux Tmux for mere mortals How much memory my program uses or the tale of working set size Hausenblas, Learning Modern Linux. A Handbook for the Cloud Native Practitioner The Linux Kernel documentation Love, Linux System Programming A Brief Introduction to termios: termios(3) and stty Cosmopolitan Libc The Linux Kernel Module Programming Guide Linux Kernel Teaching Linux Hardening Guide [ !BONUS ] Linux Survival [ !BONUS ] Learn Git Branching [ !BONUS ] Vim Adventures [ !BONUS ] Unix for Poets [ !BONUS ] The Unix Game [ !BONUS ] Awesome UNIX®","breadcrumbs":"The UNIX Toolbox » The UNIX Toolbox","id":"16","title":"The UNIX Toolbox"},"17":{"body":"Tutorials: Build Your Own Text Editor Build Your Own Redis with C/C++ Rebuilding Redis in Ruby Build Your Own Database From Scratch The Ray Tracer Challenge Let's Build a Simple Database Write a Shell in C Crafting Interpreters Creating an Operating System Writing an OS in Rust Writing an Interpreter In Go + Writing a Compiler In Go Write a time-series database engine from scratch tinywm Rails Tutorial: A microblog web app Linux From Scratch Your First LTE Handmade Hero C++ Neural Network in a Weekend Transformers from Scratch Build Your Own Lisp Implementing a toy version of TLS 1.3 Let's build a Full-Text Search engine Let's write a compiler Explaining event loop in 100 lines of code Implementing a distributed key-value store on top of implementing Raft in Go Learn x86-64 assembly by writing a GUI from scratch Writing a Linux Debugger Let's make a Teeny Tiny compiler How to build a window manager in Python Implementing cosine in C from scratch Let's Build a Simple Database. Writing a sqlite clone from scratch in C A Compiler Writing Journey Writing a C Compiler Statically Recompiling NES Games into Native Executables with LLVM and Go Lists: Build your own X Project Based Learning Projects-from-Scratch","breadcrumbs":"From Scratch » From Scratch","id":"17","title":"From Scratch"},"18":{"body":"systemd by example TinyGo Playground JSFiddle Mess With DNS DNS lookup tool Nginx playground SQL playground sqlime regex101 regexr Learn Git Branching wokwi Compiler Explorer shadertoy Unicode analyzer What unicode character is this? fffuel Float Exposed crontab guru Play with Kubernetes","breadcrumbs":"Playgrounds » Playgrounds","id":"18","title":"Playgrounds"},"19":{"body":"A guide to getting started with embedded systems What is an Arduino? What is a Raspberry Pi? How Does an FPGA Work? FPGA vs. Microcontroller. What is the Difference? Arduino Starter Kit Basic knowledge about principles and techniques behind the Arduino ecosystem The Untold History of Arduino Concise electronics for geeks Lessons in Electric Circuits Platt, Electronics: Learning by Discovery: A hands-on primer for the new electronics enthusiast Practical Guide to Radio-Frequency Analysis and Design SDR I/Q tools Intel HEX Microsoldering 101 So you want to build an embedded Linux system? How a CPU works: Bare metal C on my RISC-V toy CPU ElectronicsNotes [ !BONUS ] Assembly Language Adventures [ !BONUS ] Post-apocalyptic programming [ !BONUS ] A Journey in Creating an Operating System Kernel","breadcrumbs":"Embedded Systems & Electronics » Embedded Systems & Electronics","id":"19","title":"Embedded Systems & Electronics"},"2":{"body":"A Brief History of the Java Programming Language Programming Language Fundamentals [1] : JRE, JDK & JVM JVM Anatomy Quarks JVM Field Guide: Memory Byte Code vs. Machine Code Java Bytecode Simplified: Journey to the Wonderland Compiling with javac and Running with Arguments from CLI IDE [2] [ !OPINION ] Stop Making Students Use Eclipse VSCode Debugging Heap & Stack Variables Arithmetic & Boolean Expressions Built-in Types of Data Default Initialization Wrappers & Autoboxing Arrays The Object Class this & super keywords equals() & hashCode() methods Constants & Enumerations Access Modifiers Classes & Object-Oriented Programming (OOP) Basic Concepts Interfaces vs. Abstract Classes (Abstraction) Nested Classes, Inner Classes & Anonymous Classes Inheritance vs. Composition Polymorphism & Upcasting vs. Downcasting Encapsulation & Data Hiding Control Flow Statements Methods Passing-by-Value vs. Passing-by-Reference Overloading & Overriding The main method Exceptions Throwable, Exception & Error Checked vs. Unchecked Try/Catch & Catch-or-Declare Requirement Collections Iterable & Iterator Comparable & Comparator Sorting & Searching Stack & Queue List, Set & Map I/O Streams Lambda Expressions & Method References Recursion The Three Laws of Recursion Build Automation Tools: Ant vs Maven vs Gradle [ !OPINION ] Why I Moved Back from Gradle to Maven Scripting: JShell, JBang Horstmann, Core Java Fundementals (Vol. 1 & 2) Bloch, Effective Java Design Patterns Unit Testing: Tahchiev, JUnit in Action Advanced Topics: Generics Reflection Concurrency, Multi-threading, Parallelism and Asynchronus Programming: 5 Things You Probably Didn't Know About Java Concurrency Applying Concurrency and Multi-threading to Common Java Patterns Advanced Java Concurrent Patterns Java Fundamentals: Asynchronous Programming Using CompletionStage [ !WIP ] Project Loom [ !WARNING ] Loom and Thread Fairness Reactive Programming The Essence of Reactive Programming in Java The Difference Between a Reactive Non-Blocking Model and Classic Asynchronous Code EventLoop vs Thread per Request Model Java APIs The Java Version Almanac New language features since Java 8 to 17 It's hard to choose a specific course since there's plenty of training material available on the web, so just pick one and make sure that you really understand the topics mentioned below. If in doubt, try with the video lectures ( 1 + 2 ) of the book Computer Science: An Interdisciplinary Approach by Wayne and Sedgewick. There's a number of IDEs available for Java in this day and age, but my personal preference goes to Visual Studio Code as the ideal programming environment for polyglot developers: just to mention some features, VSCode allows you to open a remote folder on any remote machine, virtual machine, or container with a running SSH server (also integrating nicely with WSL ), visualize data structures while debugging and can run in a lightweight version in a web browser without installing anything.","breadcrumbs":"Java » Java","id":"2","title":"Java"},"20":{"body":"The Open Source Definition Pivotal moments in open source history Convivial software (or, why open source matters) What is open hardware? Open Source Ecology iFixit Repair Manifesto Right to Repair RepairCafé FOSDEM [ !ITA ] Open Source Saturday Italy","breadcrumbs":"Open Source, DIY & Right to Repair » Open Source, DIY & Right to Repair","id":"20","title":"Open Source, DIY & Right to Repair"},"21":{"body":"Kun, A Programmer's Introduction to Mathematics Mathematics for the adventurous self-learner 3Blue1Brown Khan Academy Interactive Linear Algebra Seeing Theory. A Visual Introduction to Probability and Statistics Fundamental Math for Game Developers Category Theory Illustrated Beautiful Symmetry. A Coloring Book About Math","breadcrumbs":"Math » Math","id":"21","title":"Math"},"22":{"body":"A visual introduction to machine learning How I learn machine learning C++ Neural Network in a Weekend The Neural Network Zoo fast.ai — Making neural nets uncool again MIT Introduction to Deep Learning Dive into Deep Learning Manning & Schutze, Foundations of Statistical Natural Language Processing Jurafsky & Martin, Speech and Language Processing Eisenstein, [Introduction to Natural Language Processing] Molnar, Interpretable Machine Learning McKay, Information Theory, Inference and Learning Algorithms Hastie, Tibshirani & Friedman, The Elements of Statistical Learning Visualizing machine learning one concept at a time What are embeddings? A Very Gentle Introduction to Large Language Models without the Hype The Gradient ruder.io nlp-library [ !BONUS ] Neural networks from scratch","breadcrumbs":"Machine Learning and Deep Learning » Machine Learning and Deep Learning","id":"22","title":"Machine Learning and Deep Learning"},"23":{"body":"Git: How to Write a Git Commit Message Shell Scripting Shell Script Best Practices Characters: The Absolute Minimum Every Software Developer Absolutely, Positively Must Know About Unicode and Character Sets (No Excuses!) The Great Newline Schism ASCII Table Invisible characters Internationalization and localization (i18n) PO Files Dates: All About java.util.Date UTC is enough for everyone... right? Storing UTC is not a silver bullet Designing a REST API: Unix time vs ISO-8601 Numbers: Floating Point Math [ !BONUS ] Float Toy Why do arrays start at 0? RegEx: How to Find or Validate an Email Address Possessive Quantifiers OS Compatibility: A Guide to POSIX Use the XDG Base Directory Specification! Libraries Google Best Practices for Java Libraries Testing: Modern Best Practices for Testing in Java Software Design: Alternatives to DTO [ !OPINION ] My 10 Years of Programming Experience [ !OPINION ] LEGOs, Play-Doh, and Programming Code Formatting: EditorConfig Google Java Style Guide HTTP: CORS: Developers don't understand CORS You don't need that CORS request Understanding \"same-site\" and \"same-origin\" The perils of the \"real\" client IP The HTTP crash course nobody asked for REST APIs: OpenAPI Specification [ !OPINION ] Roy Fielding's Misappropriated REST Dissertation Best Practices for Designing a Pragmatic RESTful API Zalando RESTful API and Event Guidelines Standards.REST List of HTTP status codes The HTTP QUERY Method Web: To www or not to www - Should you use www or not in your domain? Making Websites Small Containers: Best practices for writing Dockerfiles Attack of the mutant tags!. Or why tag mutability is a real security threat Container security best practices: Comprehensive guide Distributed Systems: [ !OPINION ] Don't start with microservices - monoliths are your friend Fallacies of Distributed Systems You Are Not Google Microservices and the Big Ball of Mud Networks: ICMP, Ping, and Traceroute - What I Wish I Was Taught How to hide your IP address Memory: What Every Programmer Should Know About Memory What Should I Know About Garbage Collection as a Java Developer? Performance: Latency Numbers Every Programmer Should Know Programming Languages and Compilers: Is every language written in C? Assembly code vs Machine code vs Object code? Introduction to Language Theory Syntax Syntax Design Backus-Naur form Resources for Amateur Compiler Writers Low-Code and the Democratization of Programming. Rethinking Where Programming Is Headed The faker's guide to reading (x86) assembly language [ !BONUS ] Compiler Explorer Favorite compiler and interpreter resources Laws and Principles: Programming Principles The Law of Leaky Abstractions Conway's law What Happens When: What happens when you run 'Hello, world' What happens when you press a key in your terminal? What happens when you load a URL? What happens when a CPU starts What happens when you start a process on Linux? What happens when you update your DNS? What happens when... Hard Stuff: Hard things in Computer Science How to name things: the hardest problem in programming Miscellanea: What is the difference between Terminal, Console, Shell, and Command Line? Quantum computing for the very curious","breadcrumbs":"Best Practices, Common Pitfalls, Curious Stuff & Basic Things You Should Know » Best Practices, Common Pitfalls, Curious Stuff & Basic Things You Should Know","id":"23","title":"Best Practices, Common Pitfalls, Curious Stuff & Basic Things You Should Know"},"24":{"body":"Petzold, Code: The Hidden Language of Computer Hardware and Software Hunt & Thomas, The Pragmatic Programmer Brooks, The Mythical Man-Month: Essays on Software Engineering C. Martin, Clean Code: A Handbook of Agile Software Craftsmanship Freeman & Pryce, Growing Object-Oriented Software, Guided by Tests (GOOS) Fowler & Beck, Refactoring Sussman & Abelson, Structure and Interpretation of Computer Programs (SICP) Jon Louis Bentley ,Programming Pearls Bryant, Computer Systems: A Programmer's Perspective (CS:APP3e) Patterson and Hennessy, Computer Organization and Design (MIPS Edition). The Hardware/Software Interface [ !FUTURE CLASSIC ] Dive into Systems Nisan and Schocken, Elements of Computing Systems (nand2tetris) Tanenbaum and Bos, Modern Operating Systems Tanenbaum and Wetherall, Computer Networks (6ed) Ullman and Hopcroft, Introduction to Automata Theory, Languages, and Computations (Cinderella Book) Aho, Lam, Sethi, and Ullman, Compilers: Principles, Techniques, and Tools (Dragon Book) [ !FUTURE CLASSIC ] Nystrom, Crafting Interpreters Cormen, Leiserson, Rivest, and Stein, Introduction to Algorithms (The Big Book) [ !BEGINNER-FRIENDLY ] Sedgewick and Wayne, Algorithms (4ed) Kernighan and Ritchie, The C Programming Language Kernighan and Pike, The Practice of Programming Kernighan and Pike, The Unix Programming Environment ESR, The Art of Unix Programming Rochkind, Advanced Unix Programming Stevens. Advanced Programming In The Unix Environment Bach, The Design Of The Unix Operating System Knuth, Patashnik, and Graham, Concrete Mathematics: A Foundation for Computer Science Knuth, The Art of Computer Programming Bishop, Pattern Recognition and Machine Learning Norvig, Paradigms of Artificial Intelligence Programming Jurafsky and Martin, Speech and Language Processing (3rd ed., draft) (SLP3) Norvig and Russel, Artificial Intelligence: A Modern Approach Snyder, Nemeth, Whaley, Hein, Mackin, UNIX and Linux System Administration Handbook Bovet and Cesati, Understanding the Linux Kernel Rubini, Linux Device Drivers Kerrisk, The Linux Programming Interface Brendan, Systems Performance: Enterprise and the Cloud [ !FUTURE CLASSIC ] Kleppmann, Designing Data-Intensive Applications [ !FUTURE CLASSIC ] Petrov, Database Internals: A Deep Dive Into How Distributed Data Systems Work","breadcrumbs":"Classics & Bibles » Classics & Bibles","id":"24","title":"Classics & Bibles"},"25":{"body":"List of pioneers in computer science Emerson, Reading Writing Interfaces. From the Digital to the Bookbound The History of the Graphical User Interface - 1945 to 1980 PAPERCRAFT MODELS Computer Science academic papers selected by the Fermat’s Library Journal Club Broca, Utopie du logiciel libre. Du bricolage informatique à la réinvention sociale (cfr. [ !ITA ], Utopia del Software Libero ) Himanen, The Hacker Ethic and the Spirit of the Information Age ESR, How To Become A Hacker The Glider: A Universal Hacker Emblem The Backbone ESR, The Cathedral & the Bazaar Kernighan, UNIX: A History and a Memoir Kernighan, Understanding the Digital World: What You Need to Know about Computers, the Internet, Privacy, and Security Williams, Free as in Freedom: Richard Stallman's Crusade for Free Software Torvalds, Just for Fun Knuth, Things a Computer Scientist Rarely Talks About Levy, Hackers: Heroes of the Computer Revolution Kidder, The Soul of a New Machine Hafner, Where wizards stay up late Waldrop, The Dream Machine: Licklider and the Revolution That Made Computing Personal Rheingold, Tools for Thought. The History and Future of Mind-Expanding Technology Bhattacharya, The Man from the Future: The Visionary Life of John von Neumann Soni & Goodman, A Mind at Play: How Claude Shannon Invented the Information Age Gleick, The Information: A History, a Theory, a Flood Hofstadter, Gödel, Escher, Bach: an Eternal Golden Braid Kushner, Masters of Doom: How Two Guys Created an Empire and Transformed Pop Culture Naitoh, How the ThinkPad Changed the World ― and Is Shaping the Future Mitnick &s Simon, Ghost in the Wires: My Adventures as the World's Most Wanted Hacker Erickson, Hacking: The Art of Exploitation Huang, The Hardware Hacker: Adventures in Making and Breaking Hardware Gibson, Neuromancer Dick, Do Androids Dream of Electric Sheep? 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I use it to have a personal log of good stuff I discover while wandering about in the web. Ideally, the list describes a learning path to get into programming starting from Java, which is just the typical entry point (or entry level) programming language for many people in enterprise software development. Despite all the criticism , the world still runs on Java 8 [1] : since it's an ubiquitous language, you will encounter it even in the most remote places (e.g. in a PlayStation ). On the other hand, some of these critics are well-founded [2] . So, equally, having a look to modern programming languages sounds reasonable. Especially to Go, which really seems to be destined to replace Java pretty everywhere. Generally speaking, any programming language is good as long as it allows you to get your job done (just like any natural language is good as long as it allows you to express yourself). Although the list is very dense, one must keep in mind that the focus of learning to code should always be on learning abstract concepts and their low-level implementation details, which underlie the tech stack used in modern programming, rather than specific and ephemeral tools (e.g. libraries, frameworks, etc.): Modern programming is becoming complex, uninteresting, full of layers that just need to be glued. It is losing most of its beauty. In that sense, most programming is no longer art nor high engineering (most programs written at big and small corporations are trivial: coders just need to understand certain ad-hoc abstractions, and write some logic and glue code ). Only very few programmers are facing the artistic face of programming. Only very few programmers are facing high engineering in programming. Salvatore Sanfilippo [3] In fact, an application software usually consists of levels (or layers) of abstraction , wherein each level represents a different model of the same information and processes, but with varying amounts of detail. Each relatively abstract, higher level builds on a relatively concrete, lower level, which tends to provide an increasingly granular representation. Abstractions are useful, but all non-trivial abstractions, to some degree, are leaky [4] . So, blindly ignoring what happens at lower levels can cause performance issues or (worst) unintended bugs which are hard to debug (e.g. inscrutable incidents in production [5] ). Solving such issues thanks to Q&A websites like Stack Overflow does not help learning what actually went wrong leaving a certain sense of frustration (a common feeling for Linux users [6] ). Unfortunately, the enterprise software world is largely dominated by the use of frameworks (e.g. Spring vs Quarkus on backend side, Angular vs React on frontend side), an abstraction which is useful to avoid code bloat but limits the creative job of a programmer, making him just an expert user of a particular framework. These frameworks are also susceptible to be replaced by other competing frameworks, generically perceived as \"innovative\" for some reason. The only way to avoid to be forced to learn a framework every N years is to understand what happens behind the abstractions, which means to develop a good intuition of what happens at the hardware/software interface ( getting closer to the metal , as the kool kids say). This is why so frequently people attempt to re-implement from scratch a good piece of software to understand \"how things work\" [7] . Undoubtedly, this crafting or artistic view [8] of the act of programming implies a longer (lifelong [9] ?) and steeper learning curve than any fancy YouTube tutorial would commit to, but this is still better than getting stuck in a plateau after a brief exponential growth where developers end up acting merely as code monkeys or blue collars. Sometimes the working environment of IT companies with big moneys itself tricks you into: voluntarily ceasing to improve because of a belief that expert status has been reached and thus further improvement is not possible.. This opting into indefinite mediocrity is the entry into an oblique phase in skills acquisition that I will call \"Expert Beginner\" [10] . In this respect, the following chapters naturally derail from application programming to system programming , and finally to hardware stuff. The last chapters mostly deal with collateral and/or enjoyable aspects of programming. Vicki Boykis, IT runs on Java 8 Jamis Buck, LEGOs, Play-Doh, and Programming aka antirez Joel Spolsky, The Law of Leaky Abstractions Andrew Doss, How Long is a Negative Timeout? Fabien Sanglard, A Linux evening... Julia Evans, Get better at programming by learning how things work Peter Norvig, pytudes Peter Norvig, Teach Yourself Programming in Ten Years Erik Dietrich, How Developers Stop Learning: Rise of the Expert Beginner","breadcrumbs":"Introduction » Introduction","id":"0","title":"Introduction"},"1":{"body":"Teach Yourself Programming in Ten Years Teach Yourself Computer Science Path to a free self-taught education in Computer Science! From the Transistor to the Web Browser Learn How Computers Work","breadcrumbs":"Teaching Yourself CS » Teaching Yourself CS","id":"1","title":"Teaching Yourself CS"},"10":{"body":"[ !BONUS ] ByteScout SQL Trainer [ !BONUS ] Introduction to SQL Basic Concepts: Things You Should Know About Databases Database Normalization Basics Database Indexes Explained Table Compression and Partitioning Things I Wished More Developers Knew About Databases Comparing database types: how database types evolved to meet different needs Database design basics Database Internals: How Database Work: FE & BE How to learn about database systems How does a relational database work Petrov, Database Internals: A Deep Dive Into How Distributed Data Systems Work Common Relational DBs: Oracle Database MySQL Microsoft SQL Server PostgreSQL IBM Db2 SQLite MariaDB Non-Relational DBs ( NoSQL ) by Type: Wide column: Apache Cassandra Document: ElasticSearch , MongoDB Key-value: Redis Graph: Neo4J [ !BONUS ] What is a Vector Database? Version control tools: Liquibase Paradigms for managing data: Data Mesh vs. Data Fabric vs. Data Lake Data Mesh Architecture Entity Relationship Diagrams with draw.io","breadcrumbs":"Databases & SQL » Databases & SQL","id":"10","title":"Databases & SQL"},"11":{"body":"From Microservices to Distributed Systems: A Survival Guide for Java Devs Microservices Patterns Patterns of Distributed Systems Vitillo, Understanding Distributed Systems. What every developer should know about large distributed applications Newman, Building Microservices (2nd ed.) Kleppmann, Designing Data-Intensive Applications Martin, The System Design Primer The Twelve Factors The Reactive Principles. Design Principles for Distributed Applications Testing Distributed Systems The System Design Template I Use The Architecture of Open Source Applications Architecture Playbook Jepsen ByteByteGo System Design Interview MIT 6.824 Distributed Systems (Spring 2020)","breadcrumbs":"Microservices, Distributed Systems & System Design » Microservices, Distributed Systems & System Design","id":"11","title":"Microservices, Distributed Systems & System Design"},"12":{"body":"Java Cloud Development Introduction and Tools A beginner's guide to building DevOps pipelines with open source tools Cloud Application Platform vs Container as a Service vs VM hosted application Containers and Orchestration: What is a container image? Container image formats under the hood A Practical Introduction to Container Terminology Learning Containers From The Bottom Up Containers are chroot with a Marketing Budget Docker Podman + Skopeo + Buildah Container/Cluster Managers: Kubernetes + Helm [ !COURSE ] KubeAcademy [ !OPINION ] WebAssembly vs. Kubernetes Distributions: Self-Managed (Local): minikube kind Microk8s CodeReady Containers (CRC) (a minimal OpenShift -x cluster) Minishift (a minimal OpenShift -x cluster) IoT & Edge Computing: k3s Self-Managed (On Premises/Hybrid) RedHat Openshift Rancher VMware Tanzu Kubernetes Grid (TKG) Kubernetes-as-a-Service (On Cloud) Google Kubernetes Engine (GKE) Amazon Elastic Kubernetes Service (Amazon EKS) Azure Container Service (AKS) Docker Swarm Apache Mesos LXD Cloud Foundry Nomad CI/CD Pipelines: Jenkins A developer's guide to CI/CD and GitOps with Jenkins Pipelines Cloud Platforms: Amazon Web Services (AWS) Microsoft Azure Google Cloud Platform (GCP) Heroku Kim et al., The DevOps Handbook. How to Create World-Class Agility, Reliability, and Security in Technology Organizations Eisele and Vinto, Modernizing Enterprise Java. A Concise Cloud Native Guide for Developers Introduction to Cloud Infrastructure Technologies [ !OPINION ] The cloudy layers of modern-day programming","breadcrumbs":"Cloud Computing, Containers & DevOps » Cloud Computing, Containers & DevOps","id":"12","title":"Cloud Computing, Containers & DevOps"},"13":{"body":"API authentication and authorization HTTP Security Headers An Introduction to OAuth 2 Identity, Claims, & Tokens. An OpenID Connect Primer: 1 , 2 , 3 jwt.io Awesome Web Security Awesome McDonald, Web Security for Developers Zalewski, Tangled Web. A Guide to Securing Modern Web Applications OWASP Cheat Sheet Series Practical Cryptography for Developers How to find third-party vulnerabilities in your Java code [ !BONUS ] Web Security Academy (n.b. this course is the updated version of the book The Web Application Hacker's Handbook ) [ !BONUS ] See this page fetch itself, byte by byte, over TLS [ !BONUS ] The Illustrated TLS 1.3 Connection [ !BONUS ] the cryptopals crypto challenges [ !BONUS ] Flipper Zero","breadcrumbs":"Security » Security","id":"13","title":"Security"},"14":{"body":"What is a network? An Introduction to Networking Terminology, Interfaces, and Protocols Introduction to Networks Computer Networks: A Systems Approach Grigorik, High Performance Browser Networking: What every web developer should know about networking and web performance Computer Networking Fundamentals Daryl's TCP/IP Primer Packet Traveling Everything you never knew about NATs and wish you hadn't asked Beej's Guide to Network Programming Beej's Guide to Networking Concepts Beej's Guide to Unix Interprocess Communication Michael W. Lucas, Networking for System Administrators Sanders, Practical Packet Analysis SRE books Web technology for developers [ !BONUS ] Web Browser Engineering [ !BONUS ] HTTP Toolkit SSL Termination Web scraping Four Ways to Build Web Apps Self hosting in 2023 [ !OPINION ] The Web's Next Transition [ !OPINION ] The Web Is Fucked [ !OPINION ] The Web We Lost, and The Web We Must Rebuild [ !OPINION ] Who Controls the Internet? And should they?","breadcrumbs":"Networking, Web & Browsers » Networking, Web & Browsers","id":"14","title":"Networking, Web & Browsers"},"15":{"body":"Learn to Code HTML & CSS 180 websites in 180 days htmldog Responsive Web Design Learn web development The Modern JavaScript Tutorial Four Eras of JavaScript Frameworks Move over JavaScript: Back-end languages are coming to the front-end The Future of Web Software Is HTML-over-WebSockets Visual design rules you can safely follow every time [ !BONUS ] Can I use? [ !BONUS ] Web Design Museum [ !OPINION ] All software is web software now","breadcrumbs":"HTML, CSS & JS » HTML & CSS & JS","id":"15","title":"HTML & CSS & JS"},"16":{"body":"What is GNU/Linux? Unix wars Unix philosophy Introduction to Bash Survival guide for Unix newbies Settling into Unix Shell programming with bash: by example, by counter-example Sculpting text with regex, grep, sed, awk, emacs and vim RegexOne. Learn Regular Expressions with simple, interactive exercises vi Survival Guide Pro Git The Art Of Scripting HTTP Requests Using Curl How I use cron in Linux Getting started with tmux Tmux for mere mortals How much memory my program uses or the tale of working set size Hausenblas, Learning Modern Linux. A Handbook for the Cloud Native Practitioner The Linux Kernel documentation Love, Linux System Programming A Brief Introduction to termios: termios(3) and stty Cosmopolitan Libc The Linux Kernel Module Programming Guide Linux Kernel Teaching Linux Hardening Guide [ !BONUS ] Linux Survival [ !BONUS ] Learn Git Branching [ !BONUS ] Vim Adventures [ !BONUS ] Unix for Poets [ !BONUS ] The Unix Game [ !BONUS ] Awesome UNIX®","breadcrumbs":"The UNIX Toolbox » The UNIX Toolbox","id":"16","title":"The UNIX Toolbox"},"17":{"body":"Tutorials: Build Your Own Text Editor Build Your Own Redis with C/C++ Rebuilding Redis in Ruby Build Your Own Database From Scratch The Ray Tracer Challenge Let's Build a Simple Database Write a Shell in C Crafting Interpreters Creating an Operating System Writing an OS in Rust Writing an Interpreter In Go + Writing a Compiler In Go Write a time-series database engine from scratch tinywm Rails Tutorial: A microblog web app Linux From Scratch Your First LTE Handmade Hero C++ Neural Network in a Weekend Transformers from Scratch Build Your Own Lisp Implementing a toy version of TLS 1.3 Let's build a Full-Text Search engine Let's write a compiler Explaining event loop in 100 lines of code Implementing a distributed key-value store on top of implementing Raft in Go Learn x86-64 assembly by writing a GUI from scratch Writing a Linux Debugger Let's make a Teeny Tiny compiler How to build a window manager in Python Implementing cosine in C from scratch Let's Build a Simple Database. Writing a sqlite clone from scratch in C A Compiler Writing Journey Writing a C Compiler Statically Recompiling NES Games into Native Executables with LLVM and Go Lists: Build your own X Project Based Learning Projects-from-Scratch","breadcrumbs":"From Scratch » From Scratch","id":"17","title":"From Scratch"},"18":{"body":"systemd by example TinyGo Playground JSFiddle Mess With DNS DNS lookup tool Nginx playground SQL playground sqlime regex101 regexr Learn Git Branching wokwi Compiler Explorer shadertoy Unicode analyzer What unicode character is this? fffuel Float Exposed crontab guru Play with Kubernetes","breadcrumbs":"Playgrounds » Playgrounds","id":"18","title":"Playgrounds"},"19":{"body":"A guide to getting started with embedded systems What is an Arduino? What is a Raspberry Pi? How Does an FPGA Work? FPGA vs. Microcontroller. What is the Difference? Arduino Starter Kit Basic knowledge about principles and techniques behind the Arduino ecosystem The Untold History of Arduino Learn electronics by practice Concise electronics for geeks Lessons in Electric Circuits Platt, Electronics: Learning by Discovery: A hands-on primer for the new electronics enthusiast Practical Guide to Radio-Frequency Analysis and Design SDR I/Q tools Intel HEX Microsoldering 101 So you want to build an embedded Linux system? How a CPU works: Bare metal C on my RISC-V toy CPU ElectronicsNotes [ !BONUS ] Assembly Language Adventures [ !BONUS ] Post-apocalyptic programming [ !BONUS ] A Journey in Creating an Operating System Kernel","breadcrumbs":"Embedded Systems & Electronics » Embedded Systems & Electronics","id":"19","title":"Embedded Systems & Electronics"},"2":{"body":"A Brief History of the Java Programming Language Programming Language Fundamentals [1] : JRE, JDK & JVM JVM Anatomy Quarks JVM Field Guide: Memory Byte Code vs. Machine Code Java Bytecode Simplified: Journey to the Wonderland Compiling with javac and Running with Arguments from CLI IDE [2] [ !OPINION ] Stop Making Students Use Eclipse VSCode Debugging Heap & Stack Variables Arithmetic & Boolean Expressions Built-in Types of Data Default Initialization Wrappers & Autoboxing Arrays The Object Class this & super keywords equals() & hashCode() methods Constants & Enumerations Access Modifiers Classes & Object-Oriented Programming (OOP) Basic Concepts Interfaces vs. Abstract Classes (Abstraction) Nested Classes, Inner Classes & Anonymous Classes Inheritance vs. Composition Polymorphism & Upcasting vs. Downcasting Encapsulation & Data Hiding Control Flow Statements Methods Passing-by-Value vs. Passing-by-Reference Overloading & Overriding The main method Exceptions Throwable, Exception & Error Checked vs. Unchecked Try/Catch & Catch-or-Declare Requirement Collections Iterable & Iterator Comparable & Comparator Sorting & Searching Stack & Queue List, Set & Map I/O Streams Lambda Expressions & Method References Recursion The Three Laws of Recursion Build Automation Tools: Ant vs Maven vs Gradle [ !OPINION ] Why I Moved Back from Gradle to Maven Scripting: JShell, JBang Horstmann, Core Java Fundementals (Vol. 1 & 2) Bloch, Effective Java Design Patterns Unit Testing: Tahchiev, JUnit in Action Advanced Topics: Generics Reflection Concurrency, Multi-threading, Parallelism and Asynchronus Programming: 5 Things You Probably Didn't Know About Java Concurrency Applying Concurrency and Multi-threading to Common Java Patterns Advanced Java Concurrent Patterns Java Fundamentals: Asynchronous Programming Using CompletionStage [ !WIP ] Project Loom [ !WARNING ] Loom and Thread Fairness Reactive Programming The Essence of Reactive Programming in Java The Difference Between a Reactive Non-Blocking Model and Classic Asynchronous Code EventLoop vs Thread per Request Model Java APIs The Java Version Almanac New language features since Java 8 to 17 It's hard to choose a specific course since there's plenty of training material available on the web, so just pick one and make sure that you really understand the topics mentioned below. If in doubt, try with the video lectures ( 1 + 2 ) of the book Computer Science: An Interdisciplinary Approach by Wayne and Sedgewick. There's a number of IDEs available for Java in this day and age, but my personal preference goes to Visual Studio Code as the ideal programming environment for polyglot developers: just to mention some features, VSCode allows you to open a remote folder on any remote machine, virtual machine, or container with a running SSH server (also integrating nicely with WSL ), visualize data structures while debugging and can run in a lightweight version in a web browser without installing anything.","breadcrumbs":"Java » Java","id":"2","title":"Java"},"20":{"body":"The Open Source Definition Pivotal moments in open source history Convivial software (or, why open source matters) What is open hardware? Open Source Ecology iFixit Repair Manifesto Right to Repair RepairCafé FOSDEM [ !ITA ] Open Source Saturday Italy","breadcrumbs":"Open Source, DIY & Right to Repair » Open Source, DIY & Right to Repair","id":"20","title":"Open Source, DIY & Right to Repair"},"21":{"body":"Kun, A Programmer's Introduction to Mathematics Mathematics for the adventurous self-learner 3Blue1Brown Khan Academy Interactive Linear Algebra Seeing Theory. A Visual Introduction to Probability and Statistics Fundamental Math for Game Developers Category Theory Illustrated Beautiful Symmetry. A Coloring Book About Math","breadcrumbs":"Math » Math","id":"21","title":"Math"},"22":{"body":"A visual introduction to machine learning How I learn machine learning C++ Neural Network in a Weekend The Neural Network Zoo fast.ai — Making neural nets uncool again MIT Introduction to Deep Learning Dive into Deep Learning Manning & Schutze, Foundations of Statistical Natural Language Processing Jurafsky & Martin, Speech and Language Processing Eisenstein, [Introduction to Natural Language Processing] Molnar, Interpretable Machine Learning McKay, Information Theory, Inference and Learning Algorithms Hastie, Tibshirani & Friedman, The Elements of Statistical Learning Visualizing machine learning one concept at a time What are embeddings? A Very Gentle Introduction to Large Language Models without the Hype The Gradient ruder.io nlp-library [ !BONUS ] Neural networks from scratch","breadcrumbs":"Machine Learning and Deep Learning » Machine Learning and Deep Learning","id":"22","title":"Machine Learning and Deep Learning"},"23":{"body":"Git: How to Write a Git Commit Message Shell Scripting Shell Script Best Practices Characters: The Absolute Minimum Every Software Developer Absolutely, Positively Must Know About Unicode and Character Sets (No Excuses!) The Great Newline Schism ASCII Table Invisible characters Internationalization and localization (i18n) PO Files Dates: All About java.util.Date UTC is enough for everyone... right? Storing UTC is not a silver bullet Designing a REST API: Unix time vs ISO-8601 Numbers: Floating Point Math [ !BONUS ] Float Toy Why do arrays start at 0? RegEx: How to Find or Validate an Email Address Possessive Quantifiers OS Compatibility: A Guide to POSIX Use the XDG Base Directory Specification! Libraries Google Best Practices for Java Libraries Testing: Modern Best Practices for Testing in Java Software Design: Alternatives to DTO [ !OPINION ] My 10 Years of Programming Experience [ !OPINION ] LEGOs, Play-Doh, and Programming Code Formatting: EditorConfig Google Java Style Guide HTTP: CORS: Developers don't understand CORS You don't need that CORS request Understanding \"same-site\" and \"same-origin\" The perils of the \"real\" client IP The HTTP crash course nobody asked for REST APIs: OpenAPI Specification [ !OPINION ] Roy Fielding's Misappropriated REST Dissertation Best Practices for Designing a Pragmatic RESTful API Zalando RESTful API and Event Guidelines Standards.REST List of HTTP status codes The HTTP QUERY Method Web: To www or not to www - Should you use www or not in your domain? Making Websites Small Containers: Best practices for writing Dockerfiles Attack of the mutant tags!. Or why tag mutability is a real security threat Container security best practices: Comprehensive guide Distributed Systems: [ !OPINION ] Don't start with microservices - monoliths are your friend Fallacies of Distributed Systems You Are Not Google Microservices and the Big Ball of Mud Networks: ICMP, Ping, and Traceroute - What I Wish I Was Taught How to hide your IP address Memory: What Every Programmer Should Know About Memory What Should I Know About Garbage Collection as a Java Developer? Performance: Latency Numbers Every Programmer Should Know Programming Languages and Compilers: Is every language written in C? Assembly code vs Machine code vs Object code? Introduction to Language Theory Syntax Syntax Design Backus-Naur form Resources for Amateur Compiler Writers Low-Code and the Democratization of Programming. Rethinking Where Programming Is Headed The faker's guide to reading (x86) assembly language [ !BONUS ] Compiler Explorer Favorite compiler and interpreter resources Laws and Principles: Programming Principles The Law of Leaky Abstractions Conway's law What Happens When: What happens when you run 'Hello, world' What happens when you press a key in your terminal? What happens when you load a URL? What happens when a CPU starts What happens when you start a process on Linux? What happens when you update your DNS? What happens when... Hard Stuff: Hard things in Computer Science How to name things: the hardest problem in programming Miscellanea: What is the difference between Terminal, Console, Shell, and Command Line? Quantum computing for the very curious","breadcrumbs":"Best Practices, Common Pitfalls, Curious Stuff & Basic Things You Should Know » Best Practices, Common Pitfalls, Curious Stuff & Basic Things You Should Know","id":"23","title":"Best Practices, Common Pitfalls, Curious Stuff & Basic Things You Should Know"},"24":{"body":"Petzold, Code: The Hidden Language of Computer Hardware and Software Hunt & Thomas, The Pragmatic Programmer Brooks, The Mythical Man-Month: Essays on Software Engineering C. Martin, Clean Code: A Handbook of Agile Software Craftsmanship Freeman & Pryce, Growing Object-Oriented Software, Guided by Tests (GOOS) Fowler & Beck, Refactoring Sussman & Abelson, Structure and Interpretation of Computer Programs (SICP) Jon Louis Bentley ,Programming Pearls Bryant, Computer Systems: A Programmer's Perspective (CS:APP3e) Patterson and Hennessy, Computer Organization and Design (MIPS Edition). The Hardware/Software Interface [ !FUTURE CLASSIC ] Dive into Systems Nisan and Schocken, Elements of Computing Systems (nand2tetris) Tanenbaum and Bos, Modern Operating Systems Tanenbaum and Wetherall, Computer Networks (6ed) Ullman and Hopcroft, Introduction to Automata Theory, Languages, and Computations (Cinderella Book) Aho, Lam, Sethi, and Ullman, Compilers: Principles, Techniques, and Tools (Dragon Book) [ !FUTURE CLASSIC ] Nystrom, Crafting Interpreters Cormen, Leiserson, Rivest, and Stein, Introduction to Algorithms (The Big Book) [ !BEGINNER-FRIENDLY ] Sedgewick and Wayne, Algorithms (4ed) Kernighan and Ritchie, The C Programming Language Kernighan and Pike, The Practice of Programming Kernighan and Pike, The Unix Programming Environment ESR, The Art of Unix Programming Rochkind, Advanced Unix Programming Stevens. 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