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Starred repositories
🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more
End to End example integrating MLFlow and Seldon Core
(project & tutorial) dag pipeline tests + ci/cd setup
Deep Learning Udacity Nanodegree - SageMaker Deployment of a Sentiment Analysis model
An opinionated list of awesome Python frameworks, libraries, software and resources.
My Solutions to "A Collection of Data Science Take-Home Challenges" by Giulio Palombo.
The Ultimate Product Data Science & Analytics Resource
🗿 Pharma and healthcare competitive intelligence through product website FDA OPDP update frequency.
Analytics and data science business case studies to identify opportunities and inform decisions about products and features. Topics include Markov chains, A/B testing, customer segmentation, and ma…
Business problems solved using statistical and ML solutions
[Deprecated] A framework to create powerful and flexible data products combining automation, analytics, and AI using Notebook templates.
Free MLOps course from DataTalks.Club
A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.
Notes from books and other interesting things that I've read. Table of contents at the end 👇
Data Engineering Zoomcamp is a free nine-week course that covers the fundamentals of data engineering.
Learn ML engineering for free in 4 months!
Building a fake news detector from initial ideation to model deployment
Beginner data engineering project - batch edition
Workshop materials for "Unit Testing for Data Science" organized by Berlin Women in Machine Learning & Data Science
Data science interview questions and answers
Repository for Project Insight: NLP as a Service
Roadmap to becoming a data engineer in 2021