Best Free AI, Machine Learning, Data Science & Python Books - Download PDF or Read eBook Online

Download PDF of Best Free Machine Learning, Data Science and Python eBooks

Hey all, Welcome to Insane. Today, We will list out some of the best free Artificial Intelligence, Machine Learning, Deep Learning, Python, & Data Science Books. You can read this book on authors website or download PDF for free from the below given links. If you find this post useful, please share it with your friends as well as with others.

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Let's go inside this list...

Understanding Machine Learning: From Theory to Algorithms pdf Ebook
Book by Shai Ben-David and Shai Shalev-Shwartz

Aim of this Textbook: To provide Introduction to ML & Algorithmic paradigms


Where you can get the hardcopy: On Amazon

Bayesian Reasoning and Machine Learning pdf Ebook
Book by David Barber

Who this book is for: Final Year Undergraduates & Masters Students


Where you can get the hardcopy: On Amazon

3. Neural Networks and Deep Learning PDF
Neural Networks and Deep Learning pdf Ebook
Book by Michael Nielsen

What you will Learn: You'll learn the  concepts behind neural networks and deep learning.


Artificial Intelligence: A Modern Approach pdf Ebook
Book by Stuart Russell

What this Book Provides: Introduction to the theory and practice of artificial intelligence


Where you can get the hardcopy: On Amazon

Gaussian Processes for Machine Learning pdf Ebook
Book by C. E. Rasmussen & C. K. I. Williams

What this Book Provides: A comprehensive and self-contained introduction to Gaussian processes, which provide a principled, practical, probabilistic approach to learning in kernel machines.


Where you can get the hardcopy: On Amazon


The Elements of Statistical Learning: Data Mining, Inference, and Prediction pdf Ebook
Book by Trevor Hastie, Robert Tibshirani, & Jerome Friedman

Some of the topics inside this Book: Overview of Supervised Learning, Linear Methods for Regression, Basis Expansions and Regularization, Neural Networks, Support Vector Machines and Flexible Discriminants, Unsupervised Learning, Random Forests, Ensemble Learning, and more


Where you can get the hardcopy: On Amazon

Natural Language Processing with Python pdf Ebook
Book by Steven Bird

What this Book offers: This book offers a highly accessible introduction to natural language processing, the field that supports a variety of language technologies, from predictive text & email filtering to automatic summarization & translation. With it, you'll study how to write Python programs that work with long collections of unstructured text. 


Where you can get the hardcopy: On Amazon

Learn Python the Hard Way pdf Ebook
Book by Zed A. Shaw

What you’ll learn: You'll learn Python by working through 52 brilliantly crafted exercises.


Where you can get the hardcopy: On Amazon

Reinforcement Learning: An Introduction pdf Ebook

Book by Richard S. Sutton & Andrew G. Barto

Focus of this Book: This book focuses on core online learning algorithms, with the more mathematical material set off in shaded boxes.


Where you can get the hardcopy: On Amazon

Probabilistic Programming & Bayesian Methods for Hackers pdf ebook
Book by Cam Davidson-Pilon

Book is Designed for: This book is designed as an introduction to Bayesian inference from a computational understanding-first, and mathematics-second, point of view. The book assumes no awareness of Bayesian inference neither probabilistic programming.



Where you can get the hardcopy: On Amazon

11. Algorithms for Reinforcement Learning PDF
Algorithms for Reinforcement Learning pdf ebook
Book by Csaba Szepesvari

What this Book Covers: This book gives a very quick but still thorough introduction to reinforcement learning, and includes algorithms for quite a few methods. 


Information Theory, Inference, and Learning Algorithms pdf ebook
Book by David J.C. MacKay

Little bit about this Book: Essential reading for students of electrical engineering and computer science; also a great heads-up for mathematics students concerning the subtlety of many commonsense questions." 


Where you can get the hardcopy: On Amazon

Computer vision pdf ebook
Book by Richard Szeliski

Author says, This book also reflects my 20 years’ experience doing computer vision research in corporate research labs […] I have mostly focused on problems and solution techniques (algorithms) that have practical real-world applications and that work well in practice. Thus, this book has more emphasis on basic techniques that work under real-world conditions and less on more esoteric mathematics that has intrinsic elegance but less practical applicability.

Download Link: Computer Vision Ebook

Where you can get the hardcopy: On Amazon

Programming Computer Vision with Python pdf ebook
Book by Jan Erik Solem


Where you can get the hardcopy: On Amazon

Data Mining: Practical Machine Learning Tools and Techniques pdf ebook
Book by Ian H. Witten & Eibe Frank


Where you can get the hardcopy: On Amazon

Mining of Massive Datasets pdf ebook
Book by Jure Leskovec, Anand Rajaraman, & Jeff Ullman

Focus of this Book: This book focuses on practical algorithms used to solve key problems in data mining, with problems suitable for students from the intermediate level students and beyond.


You may like this: 100+ Free Data Science Books

Where you can get the hardcopy: On Amazon

An Introduction to Data Science pdf ebook
Book by Jeffrey Stanton

Book Description: This book is an easy-to-read, gentle introduction for people with a wide range of backgrounds into the world of data science


Where you can get the hardcopy: On Amazon

Data-Intensive Text Processing with MapReduce pdf ebook
Book by Jimmy Lin & Chris Dyer

Focus of this Book: This book focuses on MapReduce algorithm design, with an accent on text processing algorithms common in NLP, information retrieval, & machine learning.  


Where you can get the hardcopy: On Amazon

The Data Science Handbook pdf ebook
Book by by Carl Shan,‎ William Chen,‎ Henry Wang,‎ Max Song

What's Inside this Book: The Data Science Handbook is a compilation of in-depth interviews with 25 professional data scientists, where they share their knowledge, stories, & advice.


Where you can get the hardcopy: On Amazon

The Art of Data Science pdf ebook
Book by Roger D. Peng & Elizabeth Matsui

Book Description: This book describes, simply and in general terms, the process of analyzing data.


Where you can get the hardcopy: On Amazon

Invent Computer Games with Python pdf ebook
Book by Al Sweigart

What you'll Learn: Each chapter gives you the complete source code for a new game and teaches the programming concepts from these examples.


Where you can get the hardcopy: On Amazon

22. Learn Python, Break Python PDF
Learn Python, Break Python pdf ebook
Book by Scott Grant


Think Stats: Exploratory Data Analysis in Python pdf ebook
Book by Allen B. Downey


Where you can get the hardcopy: On Amazon

An Introduction to Statistical Learning with Applications in R pdf ebook
Book by Gareth James, Daniela Witten, Trevor Hastie, & Robert Tibshirani

Some of the topics inside this Book: T0opics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, and much more.


Where you can get the hardcopy: On Amazon

The R Inferno pdf ebook
Book by Patrick Burns

What this Book is About: A book about trouble spots, oddities, traps, glitches in R

Download Link: The R Inferno Ebook

Where you can get the hardcopy: On Amazon

You may like this: 100+ Free Programming Books

Automate the Boring Stuff with Python: Practical Programming for Total Beginners pdf ebook
Book by Al Sweigart

What you'll Learn: You'll learn how to use Python to write programs that do in minutes what would take your ampere-hours to create by hand with no prior programming experience needed.


Where you can get the hardcopy: On Amazon

R Programming for Data Science pdf ebook
Book by Roger D. Peng

About this Book: This book is about the fundamentals of R programming. You will get incited with the basics of the R programming language, learn how to write functions, how to manipulate datasets, & how to debug and optimize code.


Where you can get the hardcopy: On Amazon

Python Cookbook pdf ebook
Book by David Beazley & Brian K. Jones

Who this Book is for: For experienced Python developers.

Download Link: Python Cookbook Ebook

Where you can get the hardcopy: On Amazon

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January 28, 2021
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