• 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: Free Trial
    Free Trial
    C

    Coursera

    Use Generative AI as Your Thought Partner

    Skills you'll gain: Prompt Engineering, AI literacy, Responsible AI, AI Enablement, Generative AI, Model Evaluation, Workforce Development, Context Engineering, Job Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.3K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Virginia

    Hypothesis-Driven Development

    Skills you'll gain: Usability Testing, Continuous Delivery, Product Testing, Agile Product Development, Continuous Deployment, DevOps, Agile Methodology, Agile Software Development, User Research, Product Development, Lean Methodologies, Innovation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    Google Cloud 인공지능으로 혁신하기

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Python for Genomic Data Science

    Skills you'll gain: Bioinformatics, Data Structures, Code Reusability, Jupyter, Python Programming, Programming Principles, Scripting, File I/O, Computational Logic, Computer Programming, Data Manipulation, Analysis

    4.3
    Rating, 4.3 out of 5 stars
    ·
    1.8K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Foundations of Information Architecture

    Skills you'll gain: Information Architecture, User Experience, Human Centered Design, User Experience Design, User Centered Design, User Interface and User Experience (UI/UX) Design, Content Management, Web Design, Design, Design and Product, Data Architecture, UI/UX Research, Product Design, Business Planning, Data Management, Web Applications

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    T

    The George Washington University

    Essentials in Clinical Simulations Across the Health Professions

    Skills you'll gain: Clinical Practices, Program Standards, Nurse Education, Nursing, Health Education, Communication Strategies, Medical Equipment and Technology, Constructive Feedback, Professional Development

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.2K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    S

    Sage Publications

    Project Planning & Execution: Manage and Lead Teams

    Skills you'll gain: Stakeholder Management, Teamwork, Stakeholder Engagement, Stakeholder Analysis, Project Management, Conflict Management, Stakeholder Communications, Collaboration, Leadership and Management, Cooperation, Team Management, Project Planning, Leadership Studies, Project Management Life Cycle, Team Leadership, Project Coordination, Team Building, Organizational Leadership, Project Scoping, Timelines

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    T

    Technical University of Denmark (DTU)

    Antimicrobial resistance - theory and methods

    Skills you'll gain: Laboratory Testing, Quality Assurance, Infection Control, Microbiology, Infectious Diseases, Diagnostic Tests, Bioinformatics, Medical Laboratory, Molecular, Cellular, and Microbiology, Clinical Laboratory Science, Epidemiology, Public Health and Disease Prevention, Public Health, Pharmacology, Health Policy, Molecular Biology

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.6K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    Mastering Swift 6

    Skills you'll gain: Swift Programming, Memory Management, iOS Development, Apple Xcode, Code Reusability, Mobile Development, Cross Platform Development, Functional Design, Maintainability, Object Oriented Programming (OOP)

    Advanced · Course · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Automate Workflow Actions

    Skills you'll gain: Marketing Automation, HubSpot CRM, Email Marketing, Email Automation, Marketing Operations, Content Performance Analysis, Conversion Funnel Analysis, Marketing Effectiveness, Customer Communications Management, Business Workflow Analysis, Marketing Analytics, Workflow Management, Customer Engagement, Personalized Campaigns, Performance Analysis, Process Design, Customer experience improvement, Automation, Marketing, Business Logic

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    T

    Tableau Learning Partner

    Introduction to Business Analytics

    Skills you'll gain: Data Literacy, Tableau Software, Business Analysis, Analytics, Business Analytics, Business Intelligence, Data Analysis, Data-Driven Decision-Making, Business Intelligence Software, Project Management, Descriptive Analytics, Predictive Analytics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    497 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    Skillshare

    12-Minute class in Procreate - Composition Breakdown

    Skills you'll gain: Digital Design, Color Theory, Creative Design, Design Elements And Principles, Graphics Software, Graphic and Visual Design, Computer Graphic Techniques, Computer Graphics, Art History

    Beginner · Course · 1 - 4 Weeks

1…220221222…834

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

  • Use Generative AI as Your Thought Partner: Coursera
  • Hypothesis-Driven Development: University of Virginia
  • Google Cloud 인공지능으로 혁신하기: Google Cloud
  • Python for Genomic Data Science: Johns Hopkins University
  • Foundations of Information Architecture: Packt
  • Essentials in Clinical Simulations Across the Health Professions: The George Washington University
  • Project Planning & Execution: Manage and Lead Teams: Sage Publications
  • Antimicrobial resistance - theory and methods: Technical University of Denmark (DTU)
  • Mastering Swift 6: Packt
  • Automate Workflow Actions: Coursera

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