Tag: informationtheory

Machine Learning & Deep Learning book

Machine Learning & Deep Learning book

The Deep Learning textbook helps students and practitioners enter the field of machine learning in general and deep learning in particular. Its online version is available online for free whereas a hardcover copy can be ordered here on Amazon. You can click on the topics below to be redirected to the book chapter:

Part I: Applied Math and Machine Learning Basics

Part II: Modern Practical Deep Networks

Part III: Deep Learning Research

 

Data Science, Machine Learning, & Statistics resources (free courses, books, tutorials, & cheat sheets)

Data Science, Machine Learning, & Statistics resources (free courses, books, tutorials, & cheat sheets)

Welcome to my repository of data science, machine learning, and statistics resources. Software-specific material has to a large extent been listed under their respective overviews: R Resources & Python Resources. I also host a list of SQL Resources and datasets to practice programming. If you have any additions, please comment or contact me!

LAST UPDATED: 21-05-2018

Courses:

Video:

Books:

Sentiment Lexicons:

Cheatsheets:

Other: