Free Online Unsupervised Learning Courses & MOOCs

AI skills: Introduction to Unsupervised, Deep and Reinforcement Learning (edX)

EdX

Delft University of Technology,DelftX

AI skills: Introduction to Unsupervised, Deep and Reinforcement Learning (edX)

Robotics & Computer Vision

Discover the core concepts of artificial intelligence with our Introduction to Unsupervised, Deep, and Reinforcement Learning course. This edX offering provides a solid foundation in clustering, dimensionality reduction, deep learning, and reinforcement learning techniques, empowering you to solve complex real-world challenges using AI. Whether you're new to machine learning or looking to expand your expertise, this course is designed for learners at all levels.

Self Paced

Self-Paced

Artificial Intelligence Clustering AI

Coursera

Google

The Nuts and Bolts of Machine Learning (Coursera)

Data Science

Dive into 'The Nuts and Bolts of Machine Learning' – a crucial part of Google's Advanced Data Analytics Certificate. This course will equip you with the skills needed to analyze large datasets, solve intricate issues, and make precise forecasts using advanced algorithms and statistical analysis.

Sep 7th 2026

5-12 Weeks

Python Machine Learning Clustering

Coursera

University of Colorado Boulder

Trees, SVM and Unsupervised Learning (Coursera)

Statistics & Data Analysis Data Science

Dive into 'Trees, SVM and Unsupervised Learning' - an advanced course designed to equip you with the skills needed to construct sophisticated predictive models using support vector machines (SVM), decision trees, neural networks, and XG boost. This course is perfect for data scientists and machine learning enthusiasts looking to expand their expertise in classification techniques.

Sep 7th 2026

4 Weeks

Statistics Regression Neural Networks

Coursera

Arizona State University

Introduction to Machine Learning with Python (Coursera)

CS: Software Engineering CS: Programming

Embark on a journey into the world of Machine Learning (ML) with our beginner-friendly course. Using Python as your toolset, you'll explore various aspects of ML including supervised learning, unsupervised learning, and delve into advanced topics like deep learning and generative adversarial networks. This course is perfect for those new to ML who want to understand its applications and learn how to implement models using Python.

Sep 7th 2026

4 Weeks

Python Machine Learning Image Processing

Machine Learning for Semiconductor Quantum Devices (edX)

EdX

Delft University of Technology,DelftX

Machine Learning for Semiconductor Quantum Devices (edX)

Sci: Physics Data Science

Dive into the world of quantum computing with our exclusive course on Machine Learning for Semiconductor Quantum Devices. This course is designed for those interested in leveraging artificial intelligence to overcome challenges in controlling and calibrating semiconductor-based quantum computers, a key frontier in modern technology.

Self Paced

Self-Paced

Machine Learning Quantum Neural Networks

EdX

StanfordOnline

Statistical Learning with Python (edX)

Statistics & Data Analysis CS: Programming

Discover the essential tools of statistical modeling and data science through this comprehensive course. Explore both classic and cutting-edge methods and learn how to apply them using Python's powerful capabilities. Whether you're new to the field or looking to deepen your expertise, this course offers a blend of theory and practical application that will equip you with the skills needed for real-world analysis.

Self Paced

Self-Paced

Python Statistics Classification

Coursera

University of Colorado Boulder

Machine Learning for Marketers (Coursera)

Statistics & Data Analysis Data Science

Dive into 'Machine Learning for Marketers' - an advanced online course that equips you with the skills to harness machine learning techniques for smarter marketing. This course focuses on applying supervised learning methods to predict customer behavior and optimize decision-making processes.

Sep 7th 2026

4 Weeks

Marketing Machine Learning Decision Making

Coursera

IBM

Unsupervised Learning (Coursera)

Data Science

Dive into the world of Unsupervised Learning with this engaging online course. Gain expertise in extracting valuable insights from data sets without labeled variables, mastering essential clustering and dimension reduction algorithms along the way. Perfect for data enthusiasts and professionals aiming to unlock hidden patterns within their data.

Jun 29th 2026

3 Weeks

Machine Learning Clustering PCA

Coursera

University of Colorado Boulder

Unsupervised Algorithms in Machine Learning (Coursera)

Data Science

Dive into the world of unsupervised algorithms with this comprehensive online course. Learn dimensionality reduction, clustering, and more while applying these techniques in practical examples like building a product recommendation system. Master the art of finding hidden structures within your data.

Mar 2nd 2026

4 Weeks

Machine Learning Clustering Recommender Systems