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.
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 as of early 2019
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 ScienceBasic PlottingEstimationRegressionClassificationand much more The book is free and … Continue reading Computational and Inferential Thinking Online Book
Christopher Bishop, a Technical Fellow at Microsoft Research, has released his textbook Pattern Recognition and Machine Learning as a free PDF download.
Reinforcement Learning: An Introduction by Rich Sutton and Andrew Barto was recently released on October 15, 2018. A free version is available online.
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 … Continue reading Microsoft Weekly Data Science News for September 07, 2018
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.
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 … Continue reading Julia for Data Science Book
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 … Continue reading Recent Free Online Books for Data Science