- Duration: 100 DAYS (15 weeks)
- Training Fee: Waiting For Update on Sponsors…
- Meeting Plan: Three days a week at Calabar Hub, plus one weekly Google Meet
- Start Date: 24, May 2024
- End Date: 31, August 2024
- Laptop
- Workspace (Will be provided by bootcamp organizers)
- Internet (Will be provided by the workspace)
- 🚀 Professional Python Programming Skills Acquisition
- 🖥 Mastery of Python through Hands-On Project Development
- 💻 Building GUIs and Desktop Applications
- 🌐 Open Source Contributhon!!!
- Days 1-10: Python Basics and Data Types
- Days 11-20: Intermediate Python and OOP
- Days 21-30: Python and Databases
- Days 31-40: Web Development with Flask
- Days 41-50: Frontend Development (HTML, CSS, JavaScript)
- Days 51-60: Data Visualization with Matplotlib
- Days 61-70: Machine Learning with Scikit-learn
- Days 71-80: Web Scraping and Automation
- Days 81-90: Full-Stack Web Application
- Days 91-100: Project Refactoring and Advanced Topics
- Each Week: Practical Exercises
- Final Project
- Contribution to OSS and community Projects
- Create technical articles about your learning
- You will be able to program in python professionally
- You will master the Python programming language by building 100 unique projects over 100 days.
- Build GUIs and Desktop applications with Python
- Be able to build fully-fledged websites and Web Apps with Python
- You will learn Selenium, Beautiful Soup, Request, Flask, Pandas, NumPy, Scikit Learn, Plotly, and Matplotlib.
- You will Learn how to find and contribute to OSS projects
- Why you should Learn Python in 2024
- Introduction to Python and Setting Up the Environment
- Lists and List Manipulation
- Dictionary and Dictionary Manipulation
- Functions and Function Parameters
- Variables and Data Types
- Working with Strings
- Control Flow and Logical Operators
- Loops and While Loops
- Loops and For Loops
- Final Project: Building a BlackJack Game
- Introduction to Object-Oriented Programming
- Inheritance and Encapsulation
- Working with File I/O
- Error Handling and Exceptions
- Python Modules and Pip
- Python Decorators
- Working with JSON and APIs
- Web Scraping with Python
- Working with Dates and Time
- Final Project: Building a Quiz App
- Introduction to Databases and SQL
- SQLite and Python
- MySQL and Python
- Using SQLAlchemy with MySQL
- Using SQLAlchemy with PostgreSQL
- Final Project: Building a Bookstore Inventory Management System
- PostgreSQL and Python
- MongoDB and Python
- Introduction to SQLAlchemy
- Using SQLAlchemy with SQLite
- Introduction to Web Development and Flask
- Flask Templating with Jinja
- Building Forms with Flask-WTF
- Deploying Flask Applications to Heroku
- Deploying Flask Applications to AWS
- Final Project: Building a Blogging Platform with Flask
- User Authentication with Flask-Login
- Database Integration with Flask-SQLAlchemy
- Building RESTful APIs with Flask
- User Authorization and Role-Based Access Control
- Introduction to HTML and Basic Tags
- CSS Styling and Selectors
- CSS Flexbox and Grid
- Bootstrap Framework for Responsive Web Design
- jQuery and AJAX for Dynamic Web Content
- JavaScript Fundamentals and DOM Manipulation
- JavaScript Event Listeners and Form Validation
- Building a Todo List Web App
- Introduction to React.js
- Final Project: Building a Weather Application with React.js
- Introduction to NumPy
- Handling Structural Data with Pandas
- Introduction to Data Visualization with Python Using Matplotlib
- Customizing Plots and Annotations
- Final Project: Data Wrangling with Python
- NumPy
- Pandas
- Matplotlib
- Introduction to Machine Learning
- Linear Regression
- Final Project: Building a Spam Email Classifier
- Linear Regression
- Logistic Regression
- Decision Trees and Random Forests
- K-Nearest Neighbors
- K-Means Clustering
- Introduction to Web Scraping
- Scraping Dynamic Websites with Selenium
- Data Analysis and Visualization
- Building a Data Pipeline
- Creating Automated Reports
- Scraping JavaScript-Rendered Websites with Splash
- Scraping Multiple Pages and Pagination
- Data Cleaning and Preprocessing
- Sending Automated Emails
- Final Project: Building a Web Scraper and Data Analyzer
- Planning and Designing the Application
- Setting Up the Backend with Flask
- Implementing Search and Filters
- Implementing Pagination
- Integrating Payment Gateway
- Implementing File Uploads
- Designing and Implementing the Database
- Building User Authentication and Authorization
- Implementing CRUD Operations
- Final Project: Building a Full-Stack E-commerce Platform
- Refactoring and Code Optimization Techniques
- Test-Driven Development (TDD)
- Scalability and Load Balancing
- Working with Microservices
- Continuous Integration and Deployment (CI/CD)
- Performance Optimization and Caching
- Security Best Practices
- Integrating Machine Learning Models
- Implementing Real-Time Features with WebSockets
- Final Project: Refactoring and Enhancing a Previous Project
- Github Actions in Python CI/CD
- Simple Expense Tracker using Flet and Python
- Realtime Chat App With Django
- Basic API with FastAPI and PostgreSQL in Docker
- Analytics Dashboard with Python, Streamlit, and MySQL
- Build a Facial Recognition Attendance System in Python
- Build and Deploy Microservices in Python with Flask and Kubernetes
- How to Build a Complete Chat App with FastAPI, Python and React JS
- Build a Blockchain from Scratch with Python and FastAPI
- Introduction to Python - DAY 1
- Understanding Python's Core Features
- Why Python Matters: Exploring its Key Benefits
- Python's Role in Software Development: A Comprehensive Approach
- Python's Practical Applications
- Latest Applications of Python in Several Industries
- Understanding Why You're Learning Python
- Understanding What Jobs Require Python
- How to Prepare Your Portfolio:
| Topic | Description |
|---|---|
| Python 3 | The latest version of the Python programming language |
| PyCharm, Jupyter Notebook, Google Colab | Popular Python IDEs and environments |
| Python Scripting and Automation | Automating tasks with Python scripts |
| Python Game Development | Developing games using Python |
| Web Scraping | Extracting data from websites using Python |
| Beautiful Soup | A Python library for web scraping |
| Selenium Web Driver | Automating web browser interaction |
| Request | HTTP library for making requests in Python |
| WTForms | Library for building web forms in Flask |
| Data Science | Analyzing and interpreting complex data |
| Pandas | Data manipulation and analysis library |
| NumPy | Numerical computing library for Python |
| Matplotlib | Plotting library for creating visualizations |
| Plotly | Interactive visualization library for Python |
| Scikit learn | Machine learning library for Python |
| Seaborn | Statistical data visualization library for Python |
| Turtle | Graphics library for Python |
| Python GUI Desktop | Creating graphical user interfaces with Python |
| App Development | Building applications for various platforms |
| Tkinter | Python's standard GUI (Graphical User Interface) toolkit |
| Front-End Web Development | Developing the client-side of web applications |
| HTML 5 | Latest version of Hypertext Markup Language |
| CSS 3 | Latest version of Cascading Style Sheets |
| Bootstrap 4 | Front-end framework for building responsive websites |
| Bash Command Line | Command-line shell and scripting language |
| Git, GitHub and Version Control | Version control system for tracking changes in code |
| Backend Web Development | Developing the server-side of web applications |
| Flask | Micro web framework for Python |
| REST | Architectural style for networked applications |
| APIs | Interfaces for interacting with other software |
| Databases | Systems for storing, managing, and retrieving data |
| SQL | Structured Query Language for managing databases |
| SQLite | Lightweight relational database management system |
| PostgreSQL | Powerful open-source relational database system |
| Authentication | Verifying the identity of a user |
| Web Design | Designing visual aspects of websites |
| Deployment with GitHub Pages, Heroku and GUnic | Hosting and deploying web applications |
| Kubernetes | Open-source container orchestration platform |
| Microservices | Architectural style for developing applications |
| OSS | Open Source Software |