Introduction to Probability by Joseph Blitzstein and Jessica Hwang is available as a free PDF on Google Docs. The book contains: DistributionsRandom VariablesMarkov ChainsMonte CarloAll the background MathCode Examples in Rand lots more....
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.
Amazon has launched an internal
Reinforcement Learning: An Introduction by Rich Sutton and Andrew Barto was recently released on October 15, 2018. A free version is available online.
This month, The Data Incubator is hosting another free webinar on data science. This time it features an interview with Jake Porway, founder of DataKind. Jake and DataKind are doing amazing things, so I hope you can check out the webinar. Below are the webinar details: Data Science in 30 Minutes: Using Data Science in … Continue reading Data Science in 30 Minutes with Jake Porway of DataKind
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
The University of California at Berkeley is offering its very popular undergraduate data science course, Foundations of Data Science: Computational Thinking with Python, online via EdX. The course can be taken for free and it starts Monday April, 2 , 2018. This course is actually part of a larger certificate program, Foundations of Data Science. … Continue reading Berkeley Data Science Course Online