Free Online Machine Learning Courses & MOOCs

Coursera

Duke University

MLOps Platforms: Amazon SageMaker and Azure ML (Coursera)

Data Science

Discover how to effectively build, train, and deploy machine learning solutions in a production setting through MLOps Platforms: Amazon SageMaker and Azure ML course. This comprehensive guide will equip you with the necessary expertise on two leading cloud platforms—Amazon Web Services (AWS) and Microsoft Azure—to succeed in data science, software engineering, development, analysis, or any role that leverages machine learning.

Nov 9th 2026

5-12 Weeks

Machine Learning EDA Exploratory Data Analysis

Coursera

Duke University

DevOps, DataOps, MLOps (Coursera)

Data Science

Dive into the world of DevOps, DataOps, and MLOps with this advanced online course designed for data scientists, software engineers, developers, and analysts. This course will equip you with the knowledge and tools needed to manage complex operations in software development, data management, and machine learning model deployment. You'll learn through practical examples using AI pair programming with GitHub Copilot, ensuring that your skills are directly applicable to solving real-world problems.

Nov 9th 2026

5-12 Weeks

Python Artificial Intelligence Machine Learning

AI skills for Engineers: Supervised Machine Learning (edX)

EdX

Delft University of Technology,DelftX

AI skills for Engineers: Supervised Machine Learning (edX)

Robotics & Computer Vision

Discover the essential principles of machine learning tailored specifically for engineering professionals. This course will guide you through the application of various classification and regression techniques using Python's powerful scikit-learn library. You'll learn how to leverage these models for making predictions in a variety of engineering contexts, from predicting object properties to optimizing complex systems.

Self Paced

Self-Paced

ML Artificial Intelligence Machine Learning

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

Google Cloud

Encoder-Decoder Architecture (Coursera)

CS: Information & Technology

Dive into the fundamentals of the Encoder-Decoder Architecture, a key concept in advanced machine learning. This course, available on Coursera, will guide you through understanding and implementing this architecture for various applications such as poetry generation, translation, and more. Get hands-on experience with TensorFlow to build your own models.

Nov 9th 2026

1 Week

Machine Learning TensorFlow Coursera Plus

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

Google Cloud

Introduction to Image Generation (Coursera)

CS: Information & Technology

Dive into the world of cutting-edge image generation technology with our 'Introduction to Image Generation' course. This beginner-friendly program explores diffusion models – a revolutionary approach that has transformed the landscape of machine learning in image creation. Gain insights into the physics-inspired theory behind these models and learn how to apply them practically using Google Cloud's powerful Vertex AI platform.

Nov 9th 2026

3 Weeks

Machine Learning Coursera Plus Image Generation

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.

Nov 9th 2026

1 Week

Python Machine Learning Data Science