Free Online Machine Learning Courses & MOOCs

EdX

The Hong Kong University of Science and Technology - HKUST,HKUSTx

Foundations of Data Analytics (edX)

Statistics & Data Analysis Computer Science

Embark on an educational journey with 'Foundations of Data Analytics' – your gateway to mastering the fundamental skills required in today's data-driven world. This course, offered by edX, will equip you with techniques such as data collection, extraction, integration, cleansing, and basic machine learning, setting a robust foundation for more advanced big data technologies.

Self Paced

Self-Paced

Machine Learning Big Data Data Privacy

Coursera

Politecnico di Milano

Machine Learning: an overview (Coursera)

CS: Information & Technology Data Science

Embark on a journey to understand the basics of Machine Learning with 'Machine Learning: An Overview' - an introductory course designed for beginners. This course will guide you through the taxonomy of machine learning problems, explore key algorithms, and illustrate their applications and constraints using real-world examples and case studies.

Sep 21st 2026

3 Weeks

Machine Learning Supervised Learning Unsupervised Learning

Introducción a R para ciencia de datos (edX)

EdX

Universitat Politècnica de València,UPValenciaX

Introducción a R para ciencia de datos (edX)

Statistics & Data Analysis

Sumérjase en el mundo del análisis de datos con nuestro curso 'Introducción a R para ciencia de datos'. Aprenderás los fundamentos del lenguaje R, una herramienta esencial para la investigación científica y el aprendizaje automático. Ideal para principiantes que desean adquirir habilidades prácticas en análisis de datos.

Self Paced

Self-Paced

Programming Machine Learning Data Analysis

Coursera

University of Chicago

Machine Learning: Concepts and Applications (Coursera)

Data Science

Discover the power of Machine Learning with our in-depth course designed for beginners and professionals alike. Gain a strong foundation in ML concepts, learn to implement models using Python libraries, and explore real-world applications.

Sep 21st 2026

5-12 Weeks

Python Machine Learning Clustering

Coursera

Stanford University,DeepLearning.AI

Advanced Learning Algorithms (Coursera)

Data Science

Expand your knowledge in machine learning by diving into 'Advanced Learning Algorithms'. This course will guide you through building and training complex neural networks using TensorFlow for effective multi-class classification tasks. You'll also learn best practices for developing machine learning models that generalize well to real-world data and scenarios, as well as explore decision trees and ensemble methods like random forests and boosted trees.

Sep 21st 2026

4 Weeks

Algorithms Machine Learning Neural Networks

Forecasting Techniques for Slow and Rapidly Changing Demand (edX)

EdX

ISCEA

Forecasting Techniques for Slow and Rapidly Changing Demand (edX)

Management & Leadership Statistics & Data Analysis

Unlock the secrets of accurate demand forecasting with our comprehensive online course. Learn to predict future demand patterns, whether slow or rapidly changing, using a variety of quantitative, judgmental, and causal models. Gain insights into managing randomness, dealing with missing data, identifying outliers, avoiding overfitting, and separating forecasting myths from reality.

Self Paced

Self-Paced

Machine Learning Randomness Forecasting

Machine Learning at the Edge on Arm: A Practical Introduction (edX)

EdX

Arm Education,ArmEducationX

Machine Learning at the Edge on Arm: A Practical Introduction (edX)

Engineering Eng: Electronics

Embark on a journey into the future of machine learning with 'Machine Learning at the Edge on Arm: A Practical Introduction'. This course is designed for tech enthusiasts and professionals looking to harness the power of edge computing and Arm-based microcontrollers. Learn how to create cutting-edge ML applications that process data locally, enhancing efficiency and privacy.

Self Paced

Self-Paced

ML Artificial Intelligence Machine Learning

Coursera

Stanford University,DeepLearning.AI

Unsupervised Learning, Recommenders, Reinforcement Learning (Coursera)

Data Science

Dive into the world of advanced machine learning with our 'Unsupervised Learning, Recommenders, Reinforcement Learning' course. This comprehensive program will equip you with essential skills in unsupervised learning techniques like clustering and anomaly detection, as well as cutting-edge approaches to building effective recommender systems and implementing deep reinforcement learning models.

Sep 21st 2026

3 Weeks

Machine Learning Clustering Recommender Systems

EdX

University of Hong Kong,HKUx

FinTech Technologies (edX)

Economics & Finance Computer Science

Dive into the world of FinTech with our 'FinTech Technologies' course. Explore cutting-edge technologies like blockchain, artificial intelligence, and machine learning that are reshaping the financial landscape. Gain insights into how these innovations are transforming traditional banking, investment strategies, and consumer experiences.

Self Paced

Self-Paced

Finance Artificial Intelligence NLP