Tag: book

  • Elements of Data Science – A free Jupyter Notebook Textbook

    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. This could be a great way to begin your data science and programming journey.

  • Free Probability Textbook

    Free Probability Textbook

    Introduction 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 background Math Code Examples in R and lots more….

  • Nuts About Data Book Review

    Nuts About Data Book Review

    Nuts about Data, is a fun introductory book about the data science process. Meor Amer tells a witty story about squirrels, mining for nuts, teamwork, and survival.

  • Foundations of Data Science – Free Book

    Avrim Blum, John Hopcroft, and Ravindran Kannan wrote the book, Foundations of Data Science (PDF download). It is free and available for download

  • Free Online Data Science Books

    Free Online Data Science Books

    free online data science books as of early 2019

  • Computational and Inferential Thinking Online Book

    Computational and Inferential Thinking Online Book

    The 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 of Jupyter notebooks. Here are some of the topics covered: An Intro to Python for Data Science Basic Plotting Estimation Regression Classification and much more…

  • Free Machine Learning Textbook

    Free Machine Learning Textbook

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

  • Free Reinforcement Learning Textbook

    Free Reinforcement Learning Textbook

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

  • Microsoft Weekly Data Science News for September 07, 2018

    Here are the latest articles from Microsoft regarding cloud data science products and updates. This week it includes Measuring Model Goodness, a free ebook, AI discovery days, and more AI goodness. Measuring Model Goodness – Part 2 – Measurability is an important aspect of the Team Data Science Process (TDSP) as it quantifies how good…

  • Data Science Live Book

    Pablo Casas has published a book freely available online, Data Science Live Book. To quote from the book, It is a book about data preparation, data analysis and machine learning. The book is open source, and the code examples are written in R.

  • Julia for Data Science Book

    Today brings us a very welcome guest post by Zacharias Voulgaris, author of Julia for Data Science. This is an excellent new book about the Julia language. By reading it you will learn about: IDEs for using Julia Basics of the Julia language Accessing and exploring data Machine learning Advanced data science techniques with Julia…

  • Recent Free Online Books for Data Science

    This is just a short list of a few books that I have have recently discovered online. Model-Based Machine Learning – Chapters of this book become available as they are being written. It introduces machine learning via case studies instead of just focusing on the algorithms. Foundations of Data Science – This is a much…