Free Online Machine Learning Courses & MOOCs

EdX

Google Cloud

Google Cloud Big Data and Machine Learning Fundamentals (edX)

Computer Science

Embark on an educational journey with 'Google Cloud Big Data and Machine Learning Fundamentals' – a course tailored for professionals aiming to harness the power of Google Cloud's suite of tools. Whether you're a data analyst, engineer, scientist, or ML engineer, this course will guide you through the essential processes involved in constructing a reliable big data pipeline and deploying machine learning models using Vertex AI on Google Cloud Platform.

Self Paced

Self-Paced

Machine Learning Big Data BigQuery

EdX

Google Cloud

Smart Analytics, Machine Learning, and AI on Google Cloud (edX)

Computer Science

Dive deep into the world of Smart Analytics, Machine Learning, and AI with our expert-led course on Google Cloud. Whether you're a data scientist, analyst, or developer, this course will equip you with the skills needed to leverage machine learning in your data pipelines, unlocking new levels of business intelligence.

Self Paced

Self-Paced

ML Artificial Intelligence SQL

Coursera

DeepLearning.AI

Probability & Statistics for Machine Learning & Data Science (Coursera)

Sci: Mathematics Data Science

Embark on a foundational journey into Mathematics for Machine Learning and Data Science, a beginner-friendly program designed by DeepLearning.AI. Taught by Luis Serrano, this course equips you with the fundamental mathematical toolkit necessary to navigate the complexities of machine learning and data science effectively.

Sep 21st 2026

4 Weeks

Statistics Probability Machine Learning

Coursera

Google Cloud

Attention Mechanism (Coursera)

CS: Information & Technology

Dive into the world of Attention Mechanisms and unlock the potential to significantly improve the performance of various machine learning tasks. This course will guide you through the fundamentals of attention mechanisms, their applications in translation, summarization, and more, equipping you with the skills to leverage this powerful technique effectively.

Sep 21st 2026

1 Week

Machine Learning Neural Networks Attention

EdX

RWTH Aachen,RWTHx

Basics of Machine Learning (edX)

Data Science

Dive into 'Basics of Machine Learning' on edX and master foundational techniques like linear regression, classification, ensemble methods, and more. Start your journey in understanding how machines learn from data!

Self Paced

5-12 Weeks

Probability Machine Learning Classification

Coursera

DeepLearning.AI

AI and Climate Change (Coursera)

Data Science

Dive into the critical relationship between Artificial Intelligence (AI) and Climate Change with our expert-led course. Understand the science behind climate change, its impacts on weather patterns, and discover how AI is revolutionizing efforts to combat this global challenge. Prepare for a future where technology plays a pivotal role in adaptation and mitigation strategies.

Sep 21st 2026

4 Weeks

Artificial Intelligence Machine Learning Data Modeling

Coursera

Coursera Project Network

Data Science Challenge (Coursera)

Statistics & Data Analysis Data Science

Embark on a thrilling journey into the world of data science with the Data Science Challenge course. This hands-on experience will test your analytical prowess as you compete against other learners in building accurate prediction models using real-world datasets. Perfect for those who want to hone their skills in Python and Jupyter Notebooks, this course is an essential step towards becoming a proficient data scientist.

Sep 21st 2026

1 Week

Python Machine Learning Data Science

Coursera

IBM

Machine Learning with Apache Spark (Coursera)

Data Science

Embark on a journey into the realm of machine learning with 'Machine Learning with Apache Spark' from IBM. This course is designed to equip learners with essential ML concepts before delving into the advanced capabilities of Apache Spark, enabling them to create and implement powerful machine learning models in real-world data engineering scenarios.

Sep 21st 2026

4 Weeks

ML Machine Learning Apache Spark

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 21st 2026

4 Weeks

Python Machine Learning Image Processing