Perspectives | Books | Newsletters | Podcasts | Videos

The best directory of artificial intelligence/machine learning resources.

📰 Perspectives
Our Fear of Artificial Intelligence

MIT Technology Review

AI Winter Isn’t Coming

MIT Technology Review

The AI Revolution: The Road to Superintelligence

Wait But Why

The AI Revolution: Our Immortality or Extinction

Wait But Why

How We’re Predicting AI—or Failing To


This is Probably a Good Time to Say That I Don’t Believe Robots Will Eat All the Jobs …

Marc Andreessen

This is Probably a Good Time to Say That I Don’t Believe Robots Will Eat All the Jobs …

Marc Andreessen

6 areas of AI and machine learning to watch closely

Nathan Benaich

Recognizing Traffic Lights With Deep Learning

David Brailovsky

Deep Learning is Revolutionary

Oliver Cameron

The Many Tribes of Artificial Intelligence

Carlos E. Perez

Understanding How Machines Learn, Through Prototyping

Big Tomorrow

Why go long on artificial intelligence?

Nathan Benaich

Artificial Intelligence At Work: The Future Of Workplace

Artur Kiulian

An exclusive inside look at how artificial intelligence and machine learning work at Apple

Steven Levy

Here’s what Consumers Expect in the Age of AI


The Great A.I. Awakening

The New York Times

7 AI trends to watch in 2017

O'Reilly Ideas

The ethics of artificial intelligence

O'Reilly Ideas

How Long Before AI Systems Are Hacked in Creative New Ways?

MIT Technology Review

The nature of intelligence

Tautvilas Mečinskas

The Non-Technical Guide to Machine Learning & Artificial Intelligence

Sam DeBrule

This Week in Machine Learning

David Joyner

Bring Magic To Your Mobile App With Deep Learning

Avihay Assouline

The AI Takeover Is Coming. Let’s Embrace It.

Sandra Upson

Machine Learning Is No Longer Just for Experts.

Josh Schwartz

The Alien Style of Deep Learning Generative Design

Carlos E. Perez

Learning AI if You Suck at Math

Daniel Jeffries

Machine Learning for Dummies

Cookie Engineer

GANs will change the world

Nikolai Yakovenko

Democratizing Machine Learning, Looking at Bots, and Rethinking the Web

IoT For All

Artificial Intelligence + Human Intelligence = Our Future

Seyi Fabode

Intelligent products should give you superpowers

Shomila Malik

Deep Learning Is Going to Teach Us All the Lesson of Our Lives: Jobs Are for Machines

Scott Santens

2016: The Year That Deep Learning Took Over the Internet

Cade Metz

📚 Books
Your First Machine Learning Project in Python Step-By-Step

Machine Learning Mastery

Real-World Machine Learning
The Quest For Artificial Intelligence
Machine Learning in a Year
Machine Learning with Spark
Machine Learning with R
How to Create a Mind
Superintelligence: Paths, Dangers, Strategies
The Master Algorithm
Python Machine Learning
Make Your Own Neural Network
Deep Learning (Adaptive Computation and Machine Learning series)
Fundamentals of Machine Learning for Predictive Data Analytics
Machine Learning: The Art and Science of Algorithms that Make Sense of Data
On Intelligence
R Programming for Data Science
Practical Artificial Intelligence Programming With Java
A Deep Learning Tutorial: From Perceptrons to Deep Networks
Deep Learning: An MIT Press Book
Deep Learning: An MIT Press Book
Natural Language Processing with Python
Neural Networks and Deep Learning
A First Encounter with Machine Learning
Learning From Data
A Course in Machine Learning

📋 Guides
Deep Learning, NLP, and Representations
Learning Reinforcement Learning
Deep Learning Glossary
Implementing a Neural Network from Scratch in Python
A Full Hardware Guide to Deep Learning
Infrastructure for Deep Learning
Machine Learning is Fun!
Deep Learning Cheat Sheet
Learn TensorFlow and deep learning, without a Ph.D.
Hacker's guide to Neural Networks
The Ultimate Beginner’s Guide to Deep Learning in Python
A Visual Introduction to Machine Learning
Recurrent Neural Networks for Beginners
The Anatomy of Deep Learning Frameworks
TensorFlow in a Nutshell
The Definitive Guide to Natural Language Processing
A Gentle Guide to Machine Learning
A 6 minute Intro to AI

📩 Newsletters
AI Weekly
News Briefing by CognitionX
The Wild Week in AI
Emergent // Future
ML Weekly
Data Science Weekly Newsletter
Deep Hunt
O’Reilly Artificial Intelligence Newsletter
Deep Learning Weekly
Machine Learnings

🎧 Podcasts
Linear Digressions
This Week in Machine Learning and AI
Data Stories
Talking Machines
Data Skeptic

🎞 Videos
Stanford Machine Learning
Machine Learning Coursera
MIT 6.S094: Introduction to Deep Learning and Self-Driving Cars
Intro to Machine Learning
Machine Learning Recipes
Better Medicine Through Machine Learning
The Deep End of Deep Learning
The art of neural networks
What happens when our computers get smarter than we are?
The wonderful and terrifying implications of computers that can learn
Machine Learning with Python
Machine learning & art - Google I/O 2016