Artificial Intelligence Courses

Machine Learning

378 reviews

Machine learning is the science of getting computers to act without being explicitly programmed. This course provides a broad introduction to machine learning, datamining, and statistical pattern recognition.

• Coursera
• 60 hours worth of material, 11 weeks long
• tomorrow (6th Dec)
• Free Online Course (Audit)

• Best of All Time

The elements of AI is a free online course for everyone interested in learning what AI is, what is possible (and not possible) with AI, and how it affects our lives – with no complicated math or programming required.

• Independent
• 5-10 hours a week, 6 weeks long
• Self paced
• Free Online Course

• Best of All Time

Goldsmiths, University of London

Machine Learning for Musicians and Artists

84 reviews

Have you ever wanted to build a new musical instrument that responded to your gestures by making sound? Or create live visuals to accompany a dancer? Or create an interactive art installation that reacts to the movements or actions of an audience? If so,…

• Kadenze
• 7 weeks long
• Self paced
• Free Online Course

• Best of All Time

Transport Systems: Global Issues and Future Innovations

70 reviews

Discover how the transport sector can develop infrastructures that meet the needs of a 21st century population.

• FutureLearn
• 4 hours a week, 2 weeks long
• 1 month from now (24th Jan)
• Free Online Course (Audit)

• Best of All Time

Machine Learning Foundations: A Case Study Approach

40 reviews

In this course, you will get hands-on experience with machine learning from a series of practical case-studies. At the end of the first course you will have studied how to predict house prices based on house-level features, analyze sentiment from user r…

• Coursera
• 18 hours worth of material, 6 weeks long
• tomorrow (6th Dec)
• Free Online Course (Audit)

• Best of All Time

University of Alberta;  Alberta Machine Intelligence Institute

Sample-based Learning Methods

35 reviews

In this course, you will learn about several algorithms that can learn near optimal policies based on trial and error interaction with the environment---learning from the agent’s own experience. Learning from actual experience is striking because it requ…

• Coursera
• 21 hours worth of material, 4 weeks long
• tomorrow (6th Dec)
• Free Online Course (Audit)

University of Urbino

Intelligenza Artificiale

46 reviews

Il corso affronterà questioni etiche, sociali e culturali, parlando anche di cinema e di letteratura. Economisti, tecnologi e imprenditori parleranno delle applicazioni e delle prospettive di sviluppo del settore.

• Independent
• Self paced
• Free Online Course

Introduction to Artificial Intelligence

26 reviews

Online Introduction to Artificial Intelligence is based on Stanford CS221, Introduction to Artificial Intelligence. This class introduces students to the basics of Artificial Intelligence, which includes machine learning, probabilistic reasoning, robotic…

• Udacity
• 6 hours a week, 16 weeks long
• Self paced
• Free Online Course

Artificial Intelligence for Robotics

23 reviews

Learn how to program all the major systems of a robotic car from the leader of Google and Stanford's autonomous driving teams. This class will teach you basic methods in Artificial Intelligence, including: probabilistic inference, planning and search, lo…

• Udacity
• 8 weeks long
• Self paced
• Free Online Course

Introduction to Machine Learning Course

21 reviews

Machine Learning is a first-class ticket to the most exciting careers in data analysis today. As data sources proliferate along with the computing power to process them, going straight to the data is one of the most straightforward ways to quickly gain i…

• Udacity
• 10 weeks long
• Self paced
• Free Online Course

Machine Learning: Regression

20 reviews

Case Study - Predicting Housing Prices In our first case study, predicting house prices, you will create models that predict a continuous value (price) from input features (square footage, number of bedrooms and bathrooms,...). This is just one of the…

• Coursera
• 22 hours worth of material, 6 weeks long
• tomorrow (6th Dec)
• Free Online Course (Audit)

CS188.1x: Artificial Intelligence

30 reviews

Artificial intelligence is already all around you, from web search to video games. AI methods plan your driving directions, filter your spam, and focus your cameras on faces. AI lets you guide your phone with your voice and read foreign newspapers in Eng…

• edX
• 12 weeks long
• Self paced
• Free Online Course (Audit)

Probabilistic Graphical Models 1: Representation

18 reviews

Probabilistic graphical models (PGMs) are a rich framework for encoding probability distributions over complex domains: joint (multivariate) distributions over large numbers of random variables that interact with each other. These representations sit at…

• Coursera
• 66 hours worth of material, 5 weeks long
• 3 weeks from now (27th Dec)
• Free Online Course (Audit)

Probabilistic Graphical Models 2: Inference

3 reviews

Probabilistic graphical models (PGMs) are a rich framework for encoding probability distributions over complex domains: joint (multivariate) distributions over large numbers of random variables that interact with each other. These representations sit at…

• Coursera
• 38 hours worth of material, 5 weeks long
• 1 week from now (13th Dec)
• Free Online Course (Audit)

University of Alberta;  Alberta Machine Intelligence Institute

A Complete Reinforcement Learning System (Capstone)

21 reviews

In this final course, you will put together your knowledge from Courses 1, 2 and 3 to implement a complete RL solution to a problem. This capstone will let you see how each component---problem formulation, algorithm selection, parameter selection and rep…

• Coursera
• 15 hours worth of material, 6 weeks long
• 1 week from now (13th Dec)
• Free Online Course (Audit)