Free Online Machine Learning Courses & MOOCs

Coursera

University of Washington

Machine Learning Foundations: A Case Study Approach (Coursera)

Statistics & Data Analysis Data Science

Discover how machine learning can transform your business by enrolling in 'Machine Learning Foundations: A Case Study Approach'. This hands-on course provides a thorough understanding of key machine learning concepts and techniques, equipping you with the skills to analyze data effectively and make informed decisions. Learn from real-world examples and apply what you've learned immediately.

Jun 22nd 2026

5-12 Weeks

Python Machine Learning Clustering

Coursera

University of California, San Diego

Machine Learning With Big Data (Coursera)

Statistics & Data Analysis Data Science

Discover the secrets of machine learning and big data analysis in this comprehensive online course. Gain insights into leveraging massive datasets, applying sophisticated algorithms, and making informed decisions based on data-driven models. Perfect for professionals looking to harness the potential of big data.

Jun 22nd 2026

5-12 Weeks

Algorithms Machine Learning Big Data

Coursera

University of California, San Diego,Higher School of Economics - HSE University

Advanced Algorithms and Complexity (Coursera)

CS: Software Engineering CS: Theory

Step up your algorithmic skills with our Advanced Algorithms and Complexity course. Dive into intricate problem-solving techniques, including network flows, optimal matchings, and disjoint paths. Perfect for those ready to advance beyond the basics and explore sophisticated applications in various fields like computer vision and scheduling.

Jun 22nd 2026

5-12 Weeks

Algorithms Data Structures Machine Learning

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.

Jun 22nd 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.

Jun 22nd 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.

Jun 22nd 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.

Jun 22nd 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.

Jun 22nd 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.

Jun 22nd 2026

4 Weeks

Machine Learning Recommender Systems Evaluation