Free Online Machine Learning Courses & MOOCs

Coursera

Stanford University

Probabilistic Graphical Models 1: Representation (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of Probabilistic Graphical Models 1: Representation, a Coursera course designed for those eager to understand how to represent complex joint probability distributions. This course explores the intersection of statistics and computer science, teaching you essential concepts from probability theory, graph algorithms, and machine learning that are crucial in developing state-of-the-art methods across numerous applications.

Nov 23rd 2026

5-12 Weeks

MATLAB Octave Machine Learning

Coursera

Stanford University

Probabilistic Graphical Models 3: Learning (Coursera)

Statistics & Data Analysis Data Science

Explore advanced concepts in Probabilistic Graphical Models (PGMs) with 'Probabilistic Graphical Models 3: Learning'. This course delves deep into learning techniques for complex domains, enabling you to encode sophisticated joint distributions over numerous interacting variables. Gain insights into state-of-the-art methods and apply them across various fields such as healthcare, image processing, speech recognition, and natural language processing.

Nov 23rd 2026

5-12 Weeks

Algorithms Machine Learning PGM

Coursera

Johns Hopkins University

The Unix Workbench (Coursera)

Data Science

Discover how Unix can serve as your ultimate digital workbench for accomplishing a wide range of goals on your computer. This course will teach you the fundamentals of Unix, enabling you to write more effective software and streamline your workflow.

Nov 23rd 2026

4 Weeks

Programming Unix Machine Learning

Coursera

University of California, San Diego

Code Free Data Science (Coursera)

Data Science

Discover the fundamentals of Data Science and learn to apply powerful predictive analytic approaches without writing a single line of code. Our 'Code Free Data Science' course introduces you to machine learning methods using the intuitive KNIME platform, enabling you to explore patterns and relationships in your data effectively.

Nov 23rd 2026

4 Weeks

Machine Learning Big Data Data Science

Coursera

New York University

Guided Tour of Machine Learning in Finance (Coursera)

Data Science

Embark on a guided tour through the fascinating intersection of machine learning (ML) and finance. This course offers an introductory yet insightful look into applying ML methods in financial contexts, focusing on prediction models and practical applications such as forecasting bank closures. Ideal for beginners and professionals alike, this course sets the stage for advanced studies in Machine Learning and Reinforcement Learning in Finance.

Nov 23rd 2026

4 Weeks

ML Artificial Intelligence Machine Learning

Coursera

Karlsruhe Institute of Technology - KIT

Machine Translation (Coursera)

Data Science

Dive into the world of language translation with our Machine Translation course on Coursera. Explore the basics, understand how algorithms convert one natural language to another, and discover real-world applications like Google Translate and mobile apps.

Nov 23rd 2026

5-12 Weeks

Machine Learning Translation Data Science

Coursera

University of Colorado Boulder

Ethical Issues in Data Science (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of data science with our Ethical Issues in Data Science course on Coursera. Understand how large-scale computing applications impact daily life, including internet recommendations, online privacy, security & surveillance techniques, and health care data usage. Gain insights into AI and machine learning ethics.

Nov 23rd 2026

5-12 Weeks

Philosophy Artificial Intelligence Security

Coursera

Google Cloud

Google Cloud Product Fundamentals em Português Brasileiro (Coursera)

Business

Transforme sua organização com os poderosos recursos do Google Cloud. Este curso em português brasileiro vai além das fundamentos, mergulhando nos detalhes da transformação digital completa usando a plataforma Google Cloud. Aprenda a modernizar a infraestrutura de TI, otimizar o desenvolvimento de aplicativos e aproveitar ao máximo ferramentas como machine learning e G Suite.

Nov 23rd 2026

5-12 Weeks

Artificial Intelligence Cloud Machine Learning

Coursera

Google Cloud

Preparing for the Google Cloud Professional Data Engineer Exam em Português Brasileiro (Coursera)

CS: Information & Technology Computer Science

Este curso é projetado para ajudar profissionais aspirantes a se tornarem Data Engineers Certificados da Google Cloud. Através de uma abordagem 'top-down', identificamos suas habilidades atuais e expandimos seu conhecimento para superar o desafiador exame profissional. Desenvolva um plano de estudo personalizado, pratique as habilidades essenciais e torne-se um especialista em análise de dados.

Nov 23rd 2026

1 Week

Machine Learning Data Engineer Google Cloud