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Collection of useful data science topics along with articles, videos, and code
Unsupervised Deep Learning and Representation Learning Tutorial
Implementing a Neural Network from Scratch
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Data & AI Notebook templates catalog organized by tools, following the IMO (input, model, output) framework for easy usage and discovery..
Anomaly detection related books, papers, videos, and toolboxes
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
Data Science Roadmap from A to Z
Plain python implementations of basic machine learning algorithms
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Machine Learning Algorithms implemented in various languages from scratch
