50+ Free Business Analytics, Data Mining, Data Science eBooks

Here we have listed a great collection of eBooks written on the topics of Data Science, Business Analytics, Data Mining, Big Data, Machine Learning, Algorithms, Data Science Tools, and Programming Languages for Data Science. These Data Science ebooks are worth checking out

📕 Statistics

Think Stats – Probability and Statistics

https://lnkd.in/gjAs_s9

Statistical Inference for Data Science

https://lnkd.in/grU8ep7

Think Bayes – Bayesian Statistics Made Simple

https://lnkd.in/gW_ebEa

📗 Machine Learning

An Introduction to Statistical Learning

https://lnkd.in/gqQkbcn

The Elements of Statistical Learning

https://lnkd.in/g78kwBp

Machine Learning Yearning

http://www.mlyearning.org/

Deep Learning

https://lnkd.in/g6HDwN5

📘 Data Science

Data Jujitsu by DJ Patil

https://lnkd.in/gMS2tyA

Data Science for Business

https://lnkd.in/g5H7G2b

R for Data Science

http://r4ds.had.co.nz/

Python Data Science Handbook

https://lnkd.in/gHWXixJ

📙 Programming

Automate the Boring Stuff With Python

https://lnkd.in/gzNdUAb

R For Beginners 

https://lnkd.in/gzz-niK

📒 Other

Natural Language Processing with Python

https://lnkd.in/gmuQcmt

The Data Science Handbook – Advice & Insights from Data Scientists

https://lnkd.in/g8t7hk9

Data Mining and Machine Learning

Introduction to Machine Learning
Amnon Shashua, 2008

Machine Learning
Abdelhamid Mellouk & Abdennacer Chebira, 450

Machine Learning – The Complete Guide
Wikipedia

There are hundreds of other books out there, but these were the few books that stood out the most.

If there are any other recommendations feel free to leave a comment!

Happy Learning
Team StepUp Analytics

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