AI News, 24 Free Data Science Books

24 Free Data Science Books

These three books by highly respected academics / practitioners, and cover some of the most popular techniques in data mining and machine learning today.

The previous section, Statistical Machine Learning, covers machine learning from the perspective of statisticians: creating statistical valid models of the data that can be used for predictions.

This section, practical machine learning / data mining, deals more with the need to extract information and make predictions from large datasets.

1. What is Statistical Learning?

1. I compare Statistical Learning to Machine Learning. 2. Statistical vs. Not-Statistical Learning. 3. Supervised vs. Unsupervised Learning. 4. What is Learning?

Data Science from Scratch by Joel Grus: Review | Learn python, data science and machine learning

This is a review of Data Science from Scratch by Joel Grus. This book will teach you the methods used for data science and machine learning. First it will show ...

Predicting Stock Prices - Learn Python for Data Science #4

In this video, we build an Apple Stock Prediction script in 40 lines of Python using the scikit-learn library and plot the graph using the matplotlib library.

R vs Python? Best Programming Language for Data Science?

R vs Python. Here I argue why Python is the best language for doing data science. Answering the question 'What is the best programming language for' is never ...

11. Introduction to Machine Learning

MIT 6.0002 Introduction to Computational Thinking and Data Science, Fall 2016 View the complete course: Instructor: Eric Grimson ..

Big Data: Statistical Inference and Machine Learning - free online course at FutureLearn.com

Sign up now at 'Big Data: Statistical Inference and Machine Learning' is a free online course by QUT on FutureLearn.com Many people have ..

Machine Learning Simplified - Beginners Guide! Deep's Data Science Minute Ep. 3

In this episode I'm going to be explaining how Machine Learning works in less than a minute! Also, I'll be sharing: - Essential Machine Learning Books ...

kNN Machine Learning Algorithm - Excel

kNN, k Nearest Neighbors Machine Learning Algorithm tutorial. Follow this link for an entire Intro course on Machine Learning using R, did I mention it's FREE: ...

🔻Top 5 Big Data Certification🔺

Big Data Book: If Youa are Seduce by Big Data or Want to Make a Career out of Big Data But Don't Where to Start than Here Best I.T ..

Machine Learning & Artificial Intelligence: Crash Course Computer Science #34

So we've talked a lot in this series about how computers fetch and display data, but how do they make decisions on this data? From spam filters and self-driving ...