Probability & Statistics for Data Science - Softcover

Rathi, Ankit

Softcover

ISBN 10: 1795009047 ISBN 13: 9781795009041

Publisher: Independently published, 2019

Synopsis

As the title says, this book covers all the topics for probability & statistics in context of data science. While working on data science projects, I tried to look for a reference book which can give reader holistic view of probability & statistics useful for data science, but I could not find everything at one place. So every time, I used to look for the term or topic at various places and then used to relate it in context of data science. At the end, I started writing about these topics in my blog (https://medium.com/@rathi.ankit) as my notes on probability & statistics which were well received by data science community.This book is for people who are working in data science field and want to learn probability and statistics quickly. It is suitable for graduate or advanced undergraduate students in computer science, mathematics, statistics, and related disciplines.The approach I have taken here is not to reinvent the wheel, so I try to give an intuitive understanding of each topic and if the user wants to dig further on that topic, he can refer to the companion GitHub notebook of this book, scan the QR code given in the book to get the link.

Edition details

• Publisher: Independently published
• Publication date: 2019
• Language: English
• ISBN 10: 1795009047
• ISBN 13: 9781795009041
• Binding: Paperback
• Number of pages: 56