• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
Log In
Join for Free
  • Browse
  • Machine Learning

Machine Learning Courses

Machine learning courses can help you learn data preprocessing, supervised and unsupervised learning, and model evaluation techniques. You can build skills in feature engineering, algorithm selection, and hyperparameter tuning. Many courses introduce tools like Python, TensorFlow, and Scikit-learn, demonstrating how these skills are applied to create predictive models and analyze large datasets.


Popular Machine Learning Courses and Certifications


  • Status: Free Trial
    Free Trial
    S

    Snowflake

    Introduction to Modern Data Engineering with Snowflake

    Skills you'll gain: Data Engineering, Data Pipelines, Data Transformation, Extract, Transform, Load, Data Integration, Data Warehousing, Software Development Tools, Stored Procedure, Data Sharing, SQL, Data Analysis, GitHub, Integrated Development Environments, Command-Line Interface

    4.8
    Rating, 4.8 out of 5 stars
    ·
    126 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Increase Reading Comprehension with Actively Learn

    Skills you'll gain: Teaching, Student Support and Services, Data Collection, Instructional Strategies, Education Software and Technology, Student Engagement, Classroom Management, Interactive Learning, Curriculum Planning

    4.5
    Rating, 4.5 out of 5 stars
    ·
    144 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Preview
    Preview
    U

    Università di Napoli Federico II

    English Advanced C1

    Skills you'll gain: Vocabulary, Oral Expression, English Language, Language Competency, Writing, Grammar, Oral Comprehension, Liberal Arts, Media and Communications, Language Interpretation, Translation, and Studies, Environmental Issue, Music, Economics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    27 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Virtual Teacher Final Project

    Skills you'll gain: Peer Review, Instructional Design, Instructional Strategies, Course Development, Curriculum Development, Learning Management Systems, Blended Learning, Educational Materials, Education Software and Technology, Student Engagement, Ability To Meet Deadlines

    4.8
    Rating, 4.8 out of 5 stars
    ·
    231 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Cybersecurity Identity and Access Solutions using Azure AD

    Skills you'll gain: Azure Active Directory, Authentications, Identity and Access Management, Authorization (Computing), Active Directory, Role-Based Access Control (RBAC), Multi-Factor Authentication, Microsoft Azure, Single Sign-On (SSO), Software As A Service, User Accounts, Cloud Services, Enterprise Security

    4.5
    Rating, 4.5 out of 5 stars
    ·
    184 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Active Learning in STEM with PhET Interactive Simulations

    Skills you'll gain: Student Engagement, Instructional Strategies, Teaching, Pedagogy, Mathematics Education, Simulations, Simulation and Simulation Software, Education Software and Technology, Curriculum Planning, Web Content Accessibility Guidelines, User Feedback, Experimentation, Peer Review, Browser Compatibility, Design Strategies, Scientific Visualization, Human Computer Interaction, Design, Physics, Chemistry

    4.9
    Rating, 4.9 out of 5 stars
    ·
    146 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    A

    American Museum of Natural History

    Genetics and Society: A Course for Educators

    Skills you'll gain: Healthcare Ethics, Medical Science and Research, Education and Training, Teaching, Interactive Learning, Ethical Standards And Conduct, Biotechnology, Intellectual Property, Medical Privacy, Biology, Food and Beverage

    4.6
    Rating, 4.6 out of 5 stars
    ·
    174 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Gen AI Agents: Transform Your Organization

    Skills you'll gain: Generative AI Agents, Prompt Engineering, Generative AI, AI Product Strategy, Google Cloud Platform, LLM Application, Tool Calling, Customer experience improvement, Artificial Intelligence, Organizational Strategy, Innovation, Solution Design

    4.7
    Rating, 4.7 out of 5 stars
    ·
    216 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    Universidad de Chile

    Docencia para la capacitación laboral y el aprendizaje a lo largo de la vida.

    Skills you'll gain: Adult Education, Lifelong Learning, Program Evaluation, Professional Development, Communication, Instructional Design, Educational Materials, Higher Education, Planning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    204 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    T

    The University of Edinburgh

    Intellectual Humility: Science

    Skills you'll gain: Open Mindset, Curiosity, Willingness To Learn, Self-Awareness, Personal Attributes, Child Development, Cognitive flexibility, Emotional Intelligence, Human Learning, Critical Thinking, Social Sciences

    4.7
    Rating, 4.7 out of 5 stars
    ·
    185 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Recommender Systems: Evaluation and Metrics

    Skills you'll gain: Performance Metric, Performance Measurement, Benchmarking, Usability Testing, A/B Testing, User Feedback, Analysis, Data-Driven Decision-Making, Predictive Analytics, Diversity and Inclusion

    4.4
    Rating, 4.4 out of 5 stars
    ·
    235 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    F

    Fractal Analytics

    Leadership Strategies for AI and Generative AI

    Skills you'll gain: Responsible AI, Data Ethics, Generative AI, Human Centered Design, Problem Solving, Generative Model Architectures, Business Leadership, AI Product Strategy, Business Strategy, Ethical Standards And Conduct, Analytical Skills, Strategic Thinking, Data Strategy, Information Privacy, Personally Identifiable Information, Artificial Intelligence, Critical Thinking, Design Thinking, Thought Leadership, Project Implementation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    189 reviews

    Beginner · Specialization · 3 - 6 Months

Searches related to Machine Learning

machine learning
machine learning specialization
machine learning andrew ng
machine learning stanford
machine learning specialization andrew ng
machine learning by andrew ng
machine learning in production
machine learning for trading
1…189190191…518

In summary, here are 10 of our most popular Machine Learning courses

  • Introduction to Modern Data Engineering with Snowflake: Snowflake
  • Increase Reading Comprehension with Actively Learn: Coursera
  • English Advanced C1: Università di Napoli Federico II
  • Virtual Teacher Final Project: University of California, Irvine
  • Cybersecurity Identity and Access Solutions using Azure AD: Microsoft
  • Active Learning in STEM with PhET Interactive Simulations: University of Colorado Boulder
  • Genetics and Society: A Course for Educators: American Museum of Natural History
  • Gen AI Agents: Transform Your Organization: Google Cloud
  • Docencia para la capacitación laboral y el aprendizaje a lo largo de la vida.: Universidad de Chile
  • Intellectual Humility: Science: The University of Edinburgh

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • English Speaking
  • Generative AI (GenAI)
  • Microsoft Excel
  • Microsoft Power BI
  • Project Management
  • Python

Certificates & Programs

  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM Data Analyst Certificate
  • IBM Data Science Certificate
  • Machine Learning Certificate
  • Microsoft Power BI Data Analyst Certificate
  • UI / UX Design Certificate

Industries & Careers

  • Business
  • Computer Science
  • Data Science
  • Education & Teaching
  • Engineering
  • Finance
  • Healthcare
  • Human Resources (HR)
  • Information Technology (IT)
  • Marketing

Career Resources

  • Career Aptitude Test
  • Examples of Strengths and Weaknesses for Job Interviews
  • High-Income Skills to Learn
  • How Does Cryptocurrency Work?
  • How to Highlight Duplicates in Google Sheets
  • How to Learn Artificial Intelligence
  • Popular Cybersecurity Certifications
  • Preparing for the PMP Certification
  • Signs You Will Get the Job After an Interview
  • What Is Artificial Intelligence?

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrack® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact
  • Free Courses
  • Share your Coursera learning story

Community

  • Learners
  • Partners
  • Beta Testers
  • Blog
  • The Coursera Podcast
  • Tech Blog

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
Logo of Certified B Corporation
© 2025 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok