Learning path: Machine Learning & Data Science

(by renexdev)

This repository groups links to personal code project examples (stored in renexdev@gitlab) to improve Machine Learning & Data Science skills.

Machine learning background

Machine Learning with Python: from Linear Models to Deep Learning MITx - 6.86x

Dive into Deep Learning - Interactive deep learning book with code, math, and discussions

Books with code

E. Stevens, L. Antiga, T. Viehmann. Deep Learning with PyTorch. Manning Publications (2020)

N. Lauchande. Machine Learning Engineering with MLflow_ Manage the end-to-end machine learning life cycle with MLflow. Packt Publishing (2021)