Courses

Courses
Coursera, Course, Paid
coursera.org/lear...

One of the most popular Machine Learning courses, taught by Andrew Ng.

Courses
edX, Course, Columbia,...
edx.org/course/ma...

Essentials of Machine Learning algorithm

Courses
Udemy, Course, Paid
udemy.com/machine...

Hands-on Python course on Udemy, taught by Kirill Eremenko

Courses
Udacity, Course, Free
udacity.com/cours...

Basic Machine Learning Course on Udacity for free

Courses
Udacity, Georgia, Cour...
udacity.com/cours...

Machine Learning applied to trading

Courses
Oxford, Course, Free
github.com/oxford...

Lecture slides and course description for the Deep Natural Language Processing course offered in Hilary Term 2017 at the University of Oxford.

Courses
Stanford, Course, Free
deeplearning.stan...

This tutorial will teach you the main ideas of Unsupervised Feature Learning and Deep Learning.

Courses
Stanford, Course, Free
cs231n.stanford.edu/

CS231n: Convolutional Neural Networks for Visual Recognition

Courses
Stanford, Course, Free
cs224d.stanford.edu/

CS224d: Deep Learning for Natural Language Processing

Courses
Course, Free
fast.ai/

Completely free and highly acclaimed Deep Learning courses.

Courses
Coursera, Course, Paid
coursera.org/lear...

The goal of this course is to give learners basic understanding of modern neural networks and their applications in computer vision and natural language understanding.

Learn ML with Google Cloud. Real-world experimentation with end-to-end ML.

Deep Learning Specialization. Master Deep Learning, and Break into AI

Courses
Course, Free, TensorFlow
developers.google...

Google’s fast-paced, practical introduction to machine learning

Courses
MIT, Course, Free
deeplearning.mit....

This page is a collection of MIT courses and lectures on deep learning, deep reinforcement learning, autonomous vehicles, and artificial intelligence taught by Lex Fridman

Courses
Amazon, Course, Free
aws.amazon.com/pt...

Dive deep into the same machine learning (ML) curriculum used to train Amazon’s developers and data scientists.

Courses
Amazon, Course, Free
aws.amazon.com/tr...

This path is designed for learners skilled in math, statistics, and analysis who want become machine learning (ML) subject matter experts within their organization.

Courses
Microsoft, Course, Free
academy.microsoft...

The AI track takes aspiring AI engineers from a basic introduction of AI to mastery of the skills needed to build deep learning models for AI solutions that exhibit human-like behavior and intelligence.

Courses
Intel, Course, Free
software.intel.co...

Our learning hub, the Intel® AI Academy, offers a wealth of training and resources to developers, data scientists, students, and professors. Take self-paced courses, attend live workshops, and watch webinars on topics from general AI to deep learning and inference.

Courses
Berkeley, Course, Free
inst.eecs.berkele...

This course will introduce the basic ideas and techniques underlying the design of intelligent computer systems. A specific emphasis will be on the statistical and decision-theoretic modeling paradigm.

Courses
MIT, Course, Free
agi.mit.edu/

This course is a series of lectures and conversations that explore the nature of human and machine intelligence from a variety perspectives.

Courses
California, Course, Free
work.caltech.edu/...

Free, introductory Machine Learning online course (MOOC) - Taught by Caltech Professor Yaser Abu-Mostafa - Prerequisites: Basic probability, matrices, and calculus

Courses
Oxford, Course, Free
cs.ox.ac.uk/peopl...

Machine Learning: 2014-2015

Courses
Course, Paid, TensorFlow
deeplearning.ai/t...

If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to use the tools to build them. This Specialization will teach you best practices for using TensorFlow, a popular open-source framework for machine learning.

MIT’s introductory course on deep learning methods with applications to machine translation, image recognition, game playing, and more.

Courses
Course, Book, Blog
github.com/joseph...

A curated list of awesome machine learning frameworks, libraries and software (by language)