### Elements of Data Science – A free Jupyter Notebook Textbook

Elements of Data Science by Allen Downey is a freely available textbook. It consists of Jupyter Notebooks on Google Colab, so you can view and edit code if you want. …

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# Tag: textbook

### Elements of Data Science – A free Jupyter Notebook Textbook

### Free Probability Textbook

### Computational and Inferential Thinking Online Book

### Free Machine Learning Textbook

### Free Reinforcement Learning Textbook

### Free Deep Learning Book

### New Graph Database Book

### Free Textbook and Toolkit: Natural Language Processing with Python

### Free Data Analysis Textbook

### Elements of Statistical Learning Textbook (Free)

Learning about Data Science

Elements of Data Science by Allen Downey is a freely available textbook. It consists of Jupyter Notebooks on Google Colab, so you can view and edit code if you want. …

Read MoreIntroduction to Probability by Joseph Blitzstein and Jessica Hwang is available as a free PDF on Google Docs. The book contains: Distributions Random Variables Markov Chains Monte Carlo All the …

Read MoreThe textbook for the UC Berkeley Data Science course is available for free online at Computational and Inferential Thinking. It is an online textbook and appears to be created as a collection …

Read MoreChristopher Bishop, a Technical Fellow at Microsoft Research, has released his textbook Pattern Recognition and Machine Learning as a free PDF download.

Read MoreReinforcement Learning: An Introduction by Rich Sutton and Andrew Barto was recently released on October 15, 2018. A free version is available online.

Read MoreYoshua Bengio, Ian Goodfellow and Aaron Courville are writing a deep learning book for MIT Press. The book is not yet complete, but the drafts of the chapters are all …

Read MoreO’Reilly is releasing a free early (unedited) edition of the book, Graph Databases. The book is authored by Ian Robinson, Jim Webber, and Emil Eifrém. All three authors are members …

Read MoreThis is an online, HTML version of the book, Natural Language Processing with Python. The book is a companion for NLTK which is a free, open source toolkit, written in …

Read MoreCosma Shalizi of the Statistics Department at Carnegie Mellon University is working on an Advanced Data Analysis from an Elementary Point of View textbook. A copy of the textbook will …

Read MoreThe Elements of Statistical Learning textbook is available for free. It is a classic, widely-used textbooks for statistics and machine learning. Here is a far from complete list of some …

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