This document is an attempt to provide a summary of the mathematical background needed for an introductory class in machine learning, which at UC Berkeley is known as CS 189/289A.
Computers and Technology
42 Most Popular and Downloaded Artificial Intelligence, Logic & Robotics Ebooks
One of the biggest compilation (if not the biggest) of free resources & ebooks on Artificial Intelligence, Logics & Robotics out there on the net, with a little bit more focus on AI. Majority of the reading materials are in PDF format, with very generous amount of information, no fewer than a few hundred of pages.
Over a Dozen of Free Data Science Ebooks
"If the statistics are boring, then you've got the wrong numbers." - Edward R. TufteHere you'll find William's top recommendation of quality data science ebooks. Bookmark this page as he promises for new findings in the future. Among the topics covered include:-...
10 Free Internet & Technology Ebooks
"Just move to the Internet, its great here. We get to live inside where the weather is always awesome." - John Green You'll find the content within these ebooks very engaging and interactive as images and infographics are used to assist in drawing out all the...
55 Free Open Access Ebooks by IOS Press
"The good thing about science is that it's true whether or not you believe in it." - Neil deGrasse Tyson Ranging from health, science, business, physics, AI to technology, this list surely boasts a great deal of valuable ebooks. All of these are direct downloads...
Android: 19 Sites & Various Free Ebooks
"I believe Android will be stronger in the developing world than it is in the developed world." - Fred Wilson"I believe the mobile OS market will play out very similarly to Windows and Macintosh, with Android in the role of Windows. And so, if you want to be in front...
160 Free Robotics Ebooks
"If you don't want a generation of robots, fund the arts!" - Cath Crowley, Graffiti Moon If you're into Robotic Information, Resources and Solutions or any related items within this field, then you've just found a goldmine. Listed on this site are over a hundred of...
Raspberry Pi: 10 Sites & Various Free Ebooks
"Fun and versatile mini-computer tailor-made for hobbyists and budding programmers." - Laptop MagazineThe Raspberry Pi is a credit-card sized computer that plugs into your TV and a keyboard. It is a capable little computer which can be used in electronics projects,...
Nanotechnology: 10 Sites & Various Free Ebooks
"Nanotechnology is manufacturing with atoms." - William Powell"Nanotechnology will let us build computers that are incredibly powerful. We'll have more power in the volume of a sugar cube than exists in the entire world today." - Ralph MerkleThese free ebooks...