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Learn how to design, develop, deploy and iterate on production-grade ML applications.
The fastai book, published as Jupyter Notebooks
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Learn python3 in one picture.
The 3rd edition of course.fast.ai
Text and supporting code for Think Stats, 2nd Edition
Jupyter notebooks from the scikit-learn video series
Text and code for the second edition of Think Bayes, by Allen Downey.
For extensive instructor led learning
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
An introduction to Bayesian statistics using Python and (coming soon) R.
Start writing machine learning code in just 10 hours
R , Python, Machine Learning, Data Analysis, Data Visualization,Data Manipulation,Data Cleaning