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Mayank Joshi

@dermayank

8 Best and FREE Ebooks For Beginners to learn #MachineLearning and Data Science and find a Job

A Thread

04:21 AM - 23 Jun 2021

Mayank Joshi

@dermayank

1) The Art of Data Science

Focusing on analysis and distillation of data, the book by Roger D Peng and Elizabeth Matsui offers a birds eye view for practitioners as well as managers in data science.

Link - leanpub.com/artofdatascien

04:21 AM - 23 Jun 2021

Mayank Joshi

@dermayank

2) Understanding Machine Learning: From Theory to Algorithms

This book by Shai Shalev-Shwartz and Shai Ben-David, introduces machine learning and the algorithmic paradigms it offers, in a principled manner.

Link - cs.huji.ac.il/~shais/Underst

04:21 AM - 23 Jun 2021

Mayank Joshi

@dermayank

3) Think Stats Probability and Statistics for Programmers

This book written by Allen B Downey and published by OReilly Media, is an introduction to Probability and Statistics for Python programmers.

Link - greenteapress.com/thinkstats/

04:21 AM - 23 Jun 2021

Mayank Joshi

@dermayank

4) The Data Science Handbook

This book is a compilation of interviews with 25 data scientists, where they share their insights and advice. The personal stories of noted personalities guide the reader to figuring out their own plan of action.

Link - thedatasciencehandbook.com

04:21 AM - 23 Jun 2021

Mayank Joshi

@dermayank

5) Machine Learning Yearning

Author Andrew Ng states that the books objective is to teach one how to make the numerous decisions needed with organising a machine learning project.

Link - mlyearning.org

04:21 AM - 23 Jun 2021

Mayank Joshi

@dermayank

6) Mining Of Massive Data

The book is based on a Stanford Computer Science course and is designed for Data Analysis enthusiasts, who may not hold a formal qualification in the subject.

mmds.org

04:21 AM - 23 Jun 2021