Free Online Machine Learning Courses & MOOCs

Coursera

Imperial College London

Mathematics for Machine Learning: PCA (Coursera)

Data Science

Dive into the essential mathematics behind one of the most popular dimensionality reduction techniques in machine learning: Principal Component Analysis (PCA). This comprehensive course is designed for those with an intermediate understanding of statistics and linear algebra, aiming to equip you with the skills needed to apply PCA effectively in your data science projects. By the end of this course, you'll have a solid grasp on how to minimize reconstruction error and extract meaningful patterns from high-dimensional datasets.

Sep 21st 2026

4 Weeks

Statistics Analysis Machine Learning

Coursera

University of Colorado Boulder

What is “the mind” and what is artificial intelligence? (Coursera)

Computer Science

Embark on a journey to unravel the mysteries of the human mind and its parallels in artificial intelligence. This course offers an in-depth exploration of cognitive science's evolution and how it shapes our understanding of AI cognition. Perfect for enthusiasts curious about the future of technology and psychology.

Sep 21st 2026

4 Weeks

Artificial Intelligence Mind Machine Learning

Coursera

University of Colorado Boulder

Computational Vision (Coursera)

Computer Science

Discover how vision is a complex cognitive problem space in this engaging online course on Computational Vision. Learn to analyze and model different aspects of visual processing, explore the intricate relationship between the mind, brain, and computation, and gain insights into advanced models that enhance our understanding of perception.

Sep 21st 2026

4 Weeks

Machine Learning Neural Networks Mind and Machine Specialization

Coursera

Alberta Machine Intelligence Institute

Machine Learning Algorithms: Supervised Learning Tip to Tail (Coursera)

Data Science

Dive into the world of Machine Learning Algorithms with our Supervised Learning Tip to Tail course. This engaging program covers essential techniques like Decision Trees, K-Nearest Neighbors, Support Vector Machines, and provides practical applications through real-world case studies. Whether you're a data scientist or business analyst, this course will equip you with the skills needed to tackle complex machine learning projects effectively.

Sep 21st 2026

4 Weeks

ML Algorithms Machine Learning

Coursera

Alberta Machine Intelligence Institute

Introduction to Applied Machine Learning (Coursera)

Data Science

Embark on an introductory journey into the world of applied machine learning with this foundational course. Designed for beginners, this program will guide you through problem definition and data preparation in a practical machine learning project setting. Whether your interest lies in finance, medicine, engineering, or business analytics, this course is tailored to equip you with essential skills to tackle real-world challenges.

Sep 21st 2026

4 Weeks

ML Machine Learning Machine Learning: Algorithms in the Real World Specialization

Coursera

University of Colorado Boulder

Project Planning and Machine Learning (Coursera)

CS: Design & Product

Embark on a journey to master project management and explore the basics of Machine Learning with this specialized online course. Designed for those pursuing a Master's degree in Electrical Engineering or anyone looking to enhance their technical skills, this course covers essential topics such as project planning, bill of materials creation, sensor calibration, data storage systems, and an introduction to machine learning algorithms.

Sep 21st 2026

4 Weeks

Machine Learning Sensors Project Planning

Coursera

DeepLearning.AI

Natural Language Processing with Probabilistic Models (Coursera)

Data Science

Dive into the world of Natural Language Processing with Coursera's 'Natural Language Processing with Probabilistic Models' course. This specialized program will guide you through creating advanced algorithms for text correction, part-of-speech tagging, and more, using probabilistic models to understand and manipulate language data.

Sep 21st 2026

4 Weeks

NLP Machine Learning Neural Networks

Coursera

DeepLearning.AI

Natural Language Processing with Classification and Vector Spaces (Coursera)

Data Science

Embark on a journey into the fascinating world of Natural Language Processing with this introductory course from Coursera's Natural Language Processing Specialization by deeplearning.ai. Gain expertise in performing sentiment analysis, understanding vector space models, reducing dimensionality with PCA, and creating basic translation algorithms using pre-computed word embeddings.

Sep 21st 2026

4 Weeks

Machine Learning Classification Logistic Regression

Coursera

IBM

Exploratory Data Analysis for Machine Learning (Coursera)

Data Science

Embark on a journey into the world of Machine Learning with this foundational course designed to equip you with essential skills in data preparation and exploration. From data retrieval to cleaning and feature engineering, this course lays down the groundwork necessary for preliminary analysis and hypothesis testing, setting the stage for advanced machine learning applications.

Sep 21st 2026

2 Weeks

Artificial Intelligence Machine Learning Exploratory Data Analysis