Free Online Machine Learning Courses & MOOCs

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.

Oct 12th 2026

5-12 Weeks

Machine Learning PGM Inference

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.

Oct 12th 2026

4 Weeks

Python ML Machine Learning

Coursera

University of Michigan

Applied Text Mining in Python (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of text mining with our Applied Text Mining in Python course. Master the art of manipulating, cleaning, and analyzing text data using Python's powerful tools and libraries. Gain insights from your unstructured text data and unlock new possibilities for your projects.

Oct 12th 2026

4 Weeks

Programming Python Machine Learning

Coursera

DeepLearning.AI

Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning (Coursera)

CS: Software Engineering Computer Science

Dive into the world of artificial intelligence with this comprehensive Introduction to TensorFlow course. Learn best practices for using TensorFlow, a powerful tool for developing scalable machine learning algorithms. Ideal for software developers eager to integrate AI and deep learning into their projects.

Oct 12th 2026

4 Weeks

Artificial Intelligence Machine Learning Neural Networks

Coursera

University of Minnesota

Matrix Methods (Coursera)

Sci: Mathematics

Dive into the fundamental world of Mathematical Matrix Methods with our expert-led online course. Whether you're a student, researcher, or professional looking to enhance your skills in data analysis and machine learning, this course offers a structured pathway to understanding key concepts such as matrix operations, solving linear equations, orthogonality principles, least squares approximations, and the critical Singular Value Decomposition technique. Learn how these methods are applied to real-world problems for dimensionality reduction, noise filtering, and more.

Oct 12th 2026

5-12 Weeks

Math Machine Learning Matrix

Coursera

New York University Tandon School of Engineering

Fundamentals of Machine Learning in Finance (Coursera)

Data Science

Dive into the world of machine learning applied to finance with our Fundamentals of Machine Learning in Finance course. This course will equip you with the skills needed to tackle practical financial challenges using advanced ML techniques, enhancing your ability to make informed decisions and stay ahead in the ever-evolving financial landscape.

Oct 12th 2026

4 Weeks

Finance Machine Learning Clustering

Coursera

IBM

Machine Learning Rapid Prototyping with IBM Watson Studio (Coursera)

Data Science

Dive into the world of AI with our 'Machine Learning Rapid Prototyping with IBM Watson Studio' course. Master the art of automating your machine learning pipeline, allowing you to focus on fine-tuning models with domain knowledge. This course will guide you through creating an end-to-end automated pipeline using Watson Studio's AutoAI experiment tool and explore the underlying technologies developed by IBM Research.

Oct 12th 2026

4 Weeks

Python Artificial Intelligence Prototyping

Coursera

H2O.ai

Practical Machine Learning on H2O (Coursera)

Data Science

Embark on a transformative journey into the world of machine learning with Practical Machine Learning on H2O. This course is designed for those new to data science, aiming to empower learners with the skills needed to create effective machine learning models using H2O's powerful open-source platform. From linear models and random forests to gradient boosting machines (GBMs) and deep learning, this course covers a broad spectrum of algorithms, ensuring you're well-equipped to tackle various data challenges.

Oct 12th 2026

5-12 Weeks

Machine Learning Data Science Linear Models

Coursera

Google Cloud

ML Pipelines on Google Cloud (Coursera)

Data Science

Dive into the world of machine learning with 'ML Pipelines on Google Cloud' – a course designed to equip you with the skills needed to build, manage, and automate complex ML workflows. Learn from experienced trainers at Google Cloud as they guide you through the creation of robust pipelines using TFX, TensorFlow's production platform.

Oct 12th 2026

4 Weeks

ML Machine Learning Google Cloud