• 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


  • U

    University of Michigan

    Prediction Models with Sports Data

    Skills you'll gain: Logistic Regression, Forecasting, Data Processing, Predictive Analytics, Predictive Modeling, Statistical Modeling, Data Analysis, Market Data, Analytics, Regression Analysis, Data Preprocessing, Model Evaluation, Python Programming, Probability & Statistics, Data Ethics, Probability, Ethical Standards And Conduct

    4.5 stars, 43 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (43) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    Infosec

    Python for Active Defense

    Skills you'll gain: Threat Detection, Cyber Security Strategy, System Monitoring, Cybersecurity, Cyber Operations, Continuous Monitoring, Network Security, Network Monitoring, Python Programming, Scripting, Scripting Languages

    4.5 stars, 86 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (86) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    DSA In Python + Top 130 Leetcode Problems for MAANG

    Skills you'll gain: Graph Theory, Data Structures, Algorithms, Computer Programming, Python Programming, Programming Principles, Computational Thinking, Data Science, Theoretical Computer Science, Data Processing, Geometry, Data Analysis Expressions (DAX), Data Manipulation, Data Analysis, Data Management, Applied Mathematics

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Microsoft

    Cybersecurity Tools and Technologies

    Skills you'll gain: Intrusion Detection and Prevention, Vulnerability Management, Penetration Testing, Security Testing, Vulnerability Assessments, Cyber Security Assessment, Threat Detection, Vulnerability Scanning, Firewall, Threat Management, Virtual Private Networks (VPN), Network Security, Security Software, Microsoft Azure, Cloud Security, Test Tools, Windows PowerShell, System Testing, Command-Line Interface

    4.8 stars, 201 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (201) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Systems Science and Obesity

    Skills you'll gain: Systems Thinking, Epidemiology, Systems Analysis, Social Network Analysis, Simulations, Network Analysis, Public Health, Network Model, Public Health and Disease Prevention, Social Determinants Of Health, Behavioral Health, Economics

    4.6 stars, 205 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (205) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    EDUCBA

    Analyze Investment Banking and IPO Strategies

    Skills you'll gain: Investment Banking, Capital Markets, Corporate Finance, Underwriting, Financial Market, Banking, Finance, Financial Analysis, Corporate Strategy, Financial Services, Organizational Structure, Front Office

    5 stars, 19 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 5 (19) · Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Generative AI Deep Research: Strategic AI Edge for Leaders

    Skills you'll gain: AI Enablement, Strategic Decision-Making, Strategic Thinking, Generative AI Agents, Procurement, Generative AI, Competitive Intelligence, Due Diligence, Purchasing, Strategic Sourcing, Consulting, Business Research, Research Reports, Data-Driven Decision-Making, Talent Sourcing, Leadership, Business Consulting, Technology Strategies, Agentic systems, Business Ethics

    4.7 stars, 131 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (131) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado System

    Newborn Capstone

    Skills you'll gain: Postpartum Care, Respiratory Care, Infant Care, Maternal Health, Respiration, Preventative Care, Pediatric Nursing, Nursing Care, Vital Signs, Patient Evaluation, Pediatrics, Health Assessment, Public Health and Disease Prevention, Cardiology, Nutritional Assessment, Clinical Assessment, Diagnostic Tests, Safety Standards

    4.8 stars, 93 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (93) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Developing and Deploying Web Applications with Python

    Skills you'll gain: Event-Driven Programming, Apache, Web Development, Web Scraping, Web Applications, Python Programming, Database Application, Data Persistence, Web Servers, Databases, Web Frameworks, Server Side, Application Frameworks, Extensible Markup Language (XML), Scripting, Network Protocols, Hypertext Markup Language (HTML), Servers, UI Components, User Interface (UI)

    5 stars, 9 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 5 (9) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Duke University

    Theology for Personal Spiritual Growth

    Skills you'll gain: Storytelling, Personal Integrity, Compassion, Habit Formation, Ethical Standards And Conduct, Optimism, Aesthetics, Growth Mindedness, Resilience, Empathy, Social Justice, Liberal Arts, Teaching, Creativity, Self-Awareness, Community Outreach, Music, Leadership, Diversity Awareness

    4.6 stars, 48 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (48) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Linux Shell Scripting: Build, Automate & Troubleshoot

    Skills you'll gain: Shell Script, Bash (Scripting Language), Linux Commands, Unix Shell, Linux, Scripting, Unix Commands, Unix, Scripting Languages, Debugging, Code Reusability, Command-Line Interface, File I/O, Programming Principles, Operating Systems

    4.6 stars, 10 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (10) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Duke University

    ART of the MOOC: Public Art and Pedagogy

    Skills you'll gain: Interactive Learning, Peer Review, Pedagogy, Art History, Public History, Digital pedagogy, Social Sciences, Aesthetics, Community Organizing, Community Outreach, Education and Training, Social Justice, Creativity, Political Sciences, Higher Education, Community Development, Social Impact, Media and Communications, Team Collaboration

    4.7 stars, 131 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (131) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
1…358359360…834

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

  • Prediction Models with Sports Data: University of Michigan
  • Python for Active Defense: Infosec
  • DSA In Python + Top 130 Leetcode Problems for MAANG: Packt
  • Cybersecurity Tools and Technologies: Microsoft
  • Systems Science and Obesity: Johns Hopkins University
  • Analyze Investment Banking and IPO Strategies: EDUCBA
  • Generative AI Deep Research: Strategic AI Edge for Leaders: Vanderbilt University
  • Newborn Capstone: University of Colorado System
  • Developing and Deploying Web Applications with Python: EDUCBA
  • Theology for Personal Spiritual Growth: Duke 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