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 ScienceBasic PlottingEstimationRegressionClassificationand much more The book is free and … Continue reading Computational and Inferential Thinking Online Book

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 … Continue reading Microsoft Weekly Data Science News for September 07, 2018

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 … Continue reading Recent Free Online Books for Data Science