Free Online Machine Learning Courses & MOOCs

Coursera

University of Washington

Practical Predictive Analytics: Models and Methods (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of data science with 'Practical Predictive Analytics: Models and Methods'. This course is designed for those eager to learn how to design statistical experiments, analyze results using advanced techniques, and avoid common misinterpretations in big data. Gain a core understanding of practical machine learning methods and apply them to real-world problems.

Sep 14th 2026

4 Weeks

Machine Learning Models Methods

Coursera

University of Washington

Machine Learning: Clustering & Retrieval (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of Machine Learning with our 'Clustering & Retrieval' course. Explore techniques for finding similar documents, efficient retrieval methods, and uncovering new topics in vast datasets. Perfect for data enthusiasts and professionals seeking to enhance their skills in document analysis and information retrieval.

Sep 14th 2026

5-12 Weeks

Machine Learning Clustering MapReduce

Coursera

University of Minnesota

Introduction to Recommender Systems: Non-Personalized and Content-Based (Coursera)

Data Science

Dive into the world of personalized recommendations with our 'Introduction to Recommender Systems' course. Explore non-personalized and content-based filtering methods, essential for creating effective recommendation systems that improve user experiences across various platforms.

Sep 14th 2026

4 Weeks

Statistics Machine Learning Data Mining

Coursera

University of Illinois at Urbana-Champaign

Cloud Computing Applications, Part 2: Big Data and Applications in the Cloud (Coursera)

Security & Networking

Explore the transformative power of cloud computing as you delve deeper into its applications, particularly focusing on big data analysis and leveraging cloud-based solutions. This advanced course is designed for those who want to harness the potential of cloud computing to revolutionize their approach to handling and utilizing vast amounts of information.

Sep 14th 2026

4 Weeks

Cloud Machine Learning Big Data

Coursera

Stanford University

Probabilistic Graphical Models 2: Inference (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of Probabilistic Graphical Models 2: Inference, an advanced online course designed for those who want to delve deeper into decoding complex joint probability distributions. This course will equip you with essential skills in statistical modeling and machine learning, using techniques that sit at the intersection of statistics and computer science.

Sep 14th 2026

5-12 Weeks

Machine Learning PGM Inference

Coursera

University of Minnesota

Recommender Systems: Evaluation and Metrics (Coursera)

Data Science

Dive into the world of Recommender Systems with this Coursera course designed to teach you the evaluation techniques and metrics crucial for optimizing recommendation algorithms. From measuring prediction accuracy to assessing rank accuracy and decision-support, this course will equip you with a deep understanding of how different factors like diversity and serendipity impact user experience and business success.

Sep 14th 2026

4 Weeks

Machine Learning Recommender Systems Evaluation

Coursera

University of Michigan

Applied Machine Learning in Python (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of Applied Machine Learning with this hands-on Python course. Learn how to implement machine learning algorithms effectively, understand their practical applications, and harness the power of scikit-learn toolkit for real-world problem-solving.

Sep 14th 2026

4 Weeks

Python ML Machine Learning

EdX

HarvardX,Harvard University

High-Dimensional Data Analysis (edX)

Sci: Biology & Life Sciences Statistics & Data Analysis

Dive into the world of high-dimensional data analysis with our expert-led course. Explore essential techniques like singular value decomposition (SVD), multi-dimensional scaling, and principle component analysis to effectively interpret complex datasets.

Self Paced

Self-Paced

Machine Learning Clustering Data Analysis

Coursera

DeepLearning.AI

Neural Networks and Deep Learning (Coursera)

Data Science

Dive into the world of Neural Networks and Deep Learning with this essential course designed for those looking to harness the power of AI. Learn from the ground up about neural networks, their role in modern AI, and develop the skills needed to construct sophisticated AI systems that are revolutionizing industries worldwide.

Sep 14th 2026

4 Weeks

Programming Machine Learning Neural Networks