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

Applied Machine Learning Courses

Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.

Popular Applied Machine Learning Courses and Certifications


  • Status: Preview
    Preview
    U

    University of Pennsylvania

    Network Dynamics of Social Behavior

    Skills you'll gain: Social Network Analysis, Network Analysis, Social Sciences, Sociology, Social Impact, Systems Thinking, Simulations, Culture, Graph Theory, Complex Problem Solving, Innovation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    401 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    ChatGPT & Zapier: Agentic AI for Everyone

    Skills you'll gain: Generative AI Agents, Agentic systems, Agentic Workflows, Generative AI, Email Automation, Prompt Engineering, AI Workflows, ChatGPT, AI Personalization, Expense Management, Expense Reports, AI Orchestration, AI literacy, Workflow Management, Tool Calling, Google Sheets, AI Integrations

    4.6
    Rating, 4.6 out of 5 stars
    ·
    138 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Amazon Web Services

    Migrating to the AWS Cloud

    Skills you'll gain: Amazon Web Services, Data Migration, Cloud Management, Cloud Infrastructure, Cloud Security, Data Import/Export, Cloud Computing, Cloud Services, Cloud Applications, Cloud Computing Architecture, Infrastructure Architecture, Cloud Deployment, Managed Services

    4.5
    Rating, 4.5 out of 5 stars
    ·
    258 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Single-Phase Pipe Hydraulics and Pipe Sizing

    Skills you'll gain: Hydraulics, Engineering Analysis, Engineering Calculations, Mechanical Engineering, Chemical Engineering, Process Analysis, Applied Mathematics, Mathematical Modeling, Design Specifications

    4.5
    Rating, 4.5 out of 5 stars
    ·
    58 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    T

    Tel Aviv University

    The Holocaust - An Introduction (I): Nazi Germany: Ideology, The Jews and the World

    Skills you'll gain: Student Engagement, Interactive Learning, European History, Research, World History, Public History, Social Justice, Political Sciences, Cultural Diversity, Social Studies, Policy Analysis, International Relations, Culture

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.4K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Decentralized Application (DApp) Development

    Skills you'll gain: Blockchain, Front-End Web Development, Application Development, Web Development, Transaction Processing, Development Testing, Frontend Integration, Cryptography, FinTech, Emerging Technologies, Software Design, HTML and CSS, Software Architecture, Test Script Development, User Interface (UI) Design, Experience Design, Javascript, Application Deployment, Payment Systems, Data Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    24 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    E

    EDUCBA

    Equity Derivatives: Analyze, Apply & Evaluate Markets

    Skills you'll gain: Derivatives, Futures Exchange, Financial Market, Equities, Financial Trading, Market Data, Capital Markets, Investments, Securities Trading, Market Dynamics, Risk Management, Risk Mitigation, Profit and Loss (P&L) Management, Risk Analysis

    5
    Rating, 5 out of 5 stars
    ·
    13 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Innovation and emerging technology: Be disruptive

    Skills you'll gain: Design Thinking, Emerging Technologies, Digital Transformation, Innovation, Business Modeling, Business Transformation, Strategic Thinking, Technology Strategies, Market Opportunities, Business Strategies, Organizational Change, Competitive Analysis, Augmented Reality, Market Analysis, Virtual Reality, Internet Of Things, Artificial Intelligence

    4.8
    Rating, 4.8 out of 5 stars
    ·
    481 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    E

    EDUCBA

    Capital Markets: Analyze, Evaluate & Invest

    Skills you'll gain: Capital Markets, Financial Market, Investments, Derivatives, Financial Regulations, Investment Management, Financial Systems, Securities (Finance), Equities, Financial Trading, Financial Regulation, Securities Trading, Law, Regulation, and Compliance, Portfolio Management, Brokerage

    5
    Rating, 5 out of 5 stars
    ·
    12 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    N

    National Taiwan University

    人工智慧:搜尋方法與邏輯推論 (Artificial Intelligence - Search & Logic)

    Skills you'll gain: Artificial Intelligence, Computational Logic, AI literacy, Model Optimization, Simulations, Machine Learning Methods, Algorithms

    4.8
    Rating, 4.8 out of 5 stars
    ·
    327 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Cryptography and Information Theory

    Skills you'll gain: Cryptography, Brute-force attacks, Cryptographic Protocols, Encryption, Key Management, Cybersecurity, Computer Security, Information Assurance, Theoretical Computer Science, Threat Modeling, Communication Systems

    4.5
    Rating, 4.5 out of 5 stars
    ·
    551 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Online education: The foundations of online teaching

    Skills you'll gain: Pedagogy, Instructional Design, Teaching, Virtual Environment, AI literacy

    4.7
    Rating, 4.7 out of 5 stars
    ·
    311 reviews

    Beginner · Course · 1 - 3 Months

1…284285286…834

In summary, here are 10 of our most popular applied machine learning courses

  • Network Dynamics of Social Behavior: University of Pennsylvania
  • ChatGPT & Zapier: Agentic AI for Everyone: Vanderbilt University
  • Migrating to the AWS Cloud: Amazon Web Services
  • Single-Phase Pipe Hydraulics and Pipe Sizing: L&T EduTech
  • The Holocaust - An Introduction (I): Nazi Germany: Ideology, The Jews and the World: Tel Aviv University
  • Decentralized Application (DApp) Development: EDUCBA
  • Equity Derivatives: Analyze, Apply & Evaluate Markets: EDUCBA
  • Innovation and emerging technology: Be disruptive: Macquarie University
  • Capital Markets: Analyze, Evaluate & Invest: EDUCBA
  • 人工智慧:搜尋方法與邏輯推論 (Artificial Intelligence - Search & Logic): National Taiwan University

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

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
  • Udemy

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
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok