AI News, What are some of the good books to learn data analysis and machine learning theory as well as programming?

What are some of the good books to learn data analysis and machine learning theory as well as programming?

Selection of a good book is not that easy because most of the books are good in some sense but you need to select based on your interest and your goal.

Knowledge of machine learning and data science to apply in practice means that you should know which technique can be applied to your problem and along with this you should also know how to *tweak* parameters of the technique to get better results/analysis.

The Most Powerful Way to Remember What You Study

Trying to memorize everything you need for your exams and tests can take a long time. However, spaced repetition can help you speed the learning process up ...

The Map of Mathematics

The entire field of mathematics summarised in a single map! This shows how pure mathematics and applied mathematics relate to each other and all of the ...

Intro to Psychology - Crash Course Psychology #1

You can directly support Crash Course at Subscribe for as little as $0 to keep up with everything we're doing. Also, if you ..

Data Mining: How You're Revealing More Than You Think

Data mining recently made big news with the Cambridge Analytica scandal, but it is not just for ads and politics. It can help doctors spot fatal infections and it can ...

Sociology & the Scientific Method: Crash Course Sociology #3

What puts the “science” in social science? Today we'll explore positivist sociology and how sociologists use empirical evidence to explore questions about the ...

Andrew Stanton: The clues to a great story

Filmmaker Andrew Stanton ("Toy Story," "WALL-E") shares what he knows about storytelling -- starting at the end and working back to the ..

1. Introduction to Poker Theory

MIT 15.S50 Poker Theory and Analysis, IAP 2015 View the complete course: Instructor: Kevin Desmond An overview of the ..

But what is the Fourier Transform? A visual introduction.

An animated introduction to the Fourier Transform, winding graphs around circles. Supported by viewers: Special thanks ..

Fact vs. Theory vs. Hypothesis vs. Law… EXPLAINED!

Viewers like you help make PBS (Thank you ) . Support your local PBS Member Station here: Think you know the difference

A Darwinian theory of beauty | Denis Dutton

TED collaborates with animator Andrew Park to illustrate Denis Dutton's provocative theory on beauty -- that art, music and other beautiful ..