University of Helsinki;  MinnaLearn

Elements of AI

715 reviews

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
• On-Demand
• Free Online Course

• Best of All Time

Machine Learning

380 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
• 61 hours a week, 11 weeks long
• 28th Sep, 2020
• Free Online Course (Audit)

Goldsmiths University of London

Machine Learning for Musicians and Artists

90 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
• On-Demand
• Free Online Course

• Best of All Time

Transport Systems: Global Issues and Future Innovations

74 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
• Self paced
• 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
• 6th Feb, 2023
• Free Online Course (Audit)

• Best of All Time

University of Alberta;  Alberta Machine Intelligence Institute

Sample-based Learning Methods

40 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
• 22 hours worth of material, 4 weeks long
• 13th Feb, 2023
• Free Online Course (Audit)

Introduction to Artificial Intelligence

27 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
• On-Demand
• Free Online Course

Artificial Intelligence for Robotics

24 reviews

Learn how to program all the major systems of a robotic car. Topics include planning, search, localization, tracking, and control.

• Udacity
• 8 weeks long
• On-Demand
• Free Online Course

Introduction to Machine Learning Course

20 reviews

This class will teach you the end-to-end process of investigating data through a machine learning lens. Learn online, with Udacity.

• Udacity
• 10 weeks long
• On-Demand
• 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
• 6th Feb, 2023
• 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)

University of Alberta;  Alberta Machine Intelligence Institute

A Complete Reinforcement Learning System (Capstone)

23 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
• 16 hours worth of material, 6 weeks long
• 6th Feb, 2023
• 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
• 67 hours worth of material, 5 weeks long
• 20th Feb, 2023
• Free Online Course (Audit)

Probabilistic Graphical Models 2: Inference

478 ratings at Coursera

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
• 6th Feb, 2023
• Free Online Course (Audit)

Practical Machine Learning

27 reviews

One of the most common tasks performed by data scientists and data analysts are prediction and machine learning. This course will cover the basic components of building and applying prediction functions with an emphasis on practical applications. The cou…

• Coursera
• 8-9 hours worth of material, 4 weeks long
• 30th Jan, 2023
• Free Online Course (Audit)