• 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


  • I

    IBM

    Developing Front-End Apps with React

    Skills you'll gain: Front-End Web Development, React Redux, React.js, JavaScript Frameworks, Full-Stack Web Development, Web Applications, User Interface (UI), Web Development, UI Components, Code Reusability, Javascript, Event-Driven Programming, Application Programming Interface (API), Dataflow

    4.4 stars, 782 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (782) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    Tecnológico de Monterrey

    Diseño instruccional para el aprendizaje activo

    Skills you'll gain: Instructional Strategies, Instructional Design, Course Development, Instructional and Curriculum Design, Interactive Learning, Education and Training, Digital pedagogy, Education Software and Technology, Training Programs, Student Engagement, Student-Centred Learning, Educational Materials, Pedagogy, Innovation, Program Evaluation, Open Mindset, digital literacy, Learning Strategies, Investigation, Collaboration

    4.7 stars, 945 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • C

    Columbia University

    Construction Scheduling

    Skills you'll gain: Project Schedules, Production Schedule, Project Risk Management, Scheduling, Risk Management, Construction Management, Timelines, Lean Methodologies, Construction, Production Planning, Project Estimation, Diagram Design, Project Management Software, Dependency Analysis, Probability & Statistics

    4.8 stars, 2.3K reviews, Beginner, Course, 3 - 6 Months

    ★ 4.8 (2.3K) · Beginner · Course · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    Interplay Learning

    HVAC: Your First Step

    Skills you'll gain: Punctuality, Occupational Safety and Health Administration (OSHA), HVAC, Systems Of Measurement, Electrical Safety, Personal protective equipment, Customer experience improvement, Engineering, Scientific, and Technical Instruments, Verbal Communication Skills, User Feedback, Customer Service, Safety Standards, Test Equipment, Punch Work, Electrical Equipment, Maintenance, Repair, and Facility Services, Facility Repair And Maintenance, Professionalism, On-The-Job Training, Personal Development

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    Edureka

    Cloud-Native Data Engineering

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • E

    EDUCBA

    Apply API Testing & Automation with Postman

    Skills you'll gain: Postman API Platform, Continuous Delivery, Continuous Integration, Web Services, API Design, Test Tools, Spring Framework, Application Programming Interface (API), CI/CD, Test Execution Engine, Service Oriented Architecture, Verification And Validation, Software Testing, Restful API, Interactive Data Visualization, Server Side, Web Applications, Program Development, Virtual Environment, Automation

    4.7 stars, 22 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (22) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of California, Davis

    Wine Tasting: Introduction to Wine Analysis

    Skills you'll gain: Sensory Systems Analysis, Aesthetics, Food and Beverage, Oral Expression, Analysis, Verbal Communication Skills, Physiology, Analytical Skills, Detail Oriented

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • D

    Duke University

    Decentralized Finance (DeFi): The Future of Finance

    Skills you'll gain: Blockchain, Loans, FinTech, Lending and Underwriting, Payment Systems, Cyber Risk, Operational Risk, General Lending, Scalability, Regulatory Compliance, Interoperability, Risk Management, Financial Inclusion, Financial Regulation, Legal Risk, Derivatives, Key Management, Finance, Entrepreneurial Finance, Entrepreneurship

    4.8 stars, 2.2K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (2.2K) · Beginner · Specialization · 3 - 6 Months

    Category: Bestseller
    Bestseller
    Status: Free trial
    Free trial
  • G

    Google Cloud

    Responsible AI for Developers

    Skills you'll gain: Responsible AI, AI Security, Information Privacy, Generative AI, Data Ethics, Google Cloud Platform, Artificial Intelligence, AI literacy, Data Security, Cloud Security, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Safety and Security, Machine Learning, Model Evaluation, Ethical Standards And Conduct, Data Quality, Data Validation

    4.4 stars, 32 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.4 (32) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • A

    Alberta Machine Intelligence Institute

    실용 머신 러닝 소개

    Skills you'll gain: Data Ethics, Machine Learning, Applied Machine Learning, Data Preprocessing, Business Priorities, Training Records Management, Operational Data Store, Product Lifecycle Management, Machine Learning Methods, Data Collection, Model Training, AI Enablement, Data Processing, Business Requirements

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • J

    John Wiley & Sons

    Strategic HR: Trends, Technology & Talent Alignment

    Skills you'll gain: Human Resources, Human Resource Strategy, Human Resources Management and Planning, Workforce Development, Human Capital, Human Resources Information System (HRIS), Workforce Planning, Human Resources Software, Talent Management, Recruitment, Talent Acquisition, Talent Pipelining, Workforce Management, Recruitment Strategies, People Analytics, Talent Sourcing, Human Resource Policies, Employee Training, People Development, Resource Management

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • T

    Tecnológico de Monterrey

    Diseño Instruccional: Aprendizaje activo y Pedagogía digital

    Skills you'll gain: Digital pedagogy, Education Software and Technology, Instructional and Curriculum Design, Instructional Design, Pedagogy, Course Development, Problem Solving, Instructional Strategies, digital literacy, Educational Materials, Emerging Technologies, Innovation, Quality Assurance, Planning, Strategic Planning, Critical Thinking and Problem Solving, Learning Strategies, Solution Design, Technical Documentation, Continuous Monitoring

    4.7 stars, 1.4K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (1.4K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
1…214215216…834

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

  • Developing Front-End Apps with React: IBM
  • Diseño instruccional para el aprendizaje activo: Tecnológico de Monterrey
  • Construction Scheduling: Columbia University
  • HVAC: Your First Step: Interplay Learning
  • Cloud-Native Data Engineering: Edureka
  • Apply API Testing & Automation with Postman: EDUCBA
  • Wine Tasting: Introduction to Wine Analysis: University of California, Davis
  • Decentralized Finance (DeFi): The Future of Finance: Duke University
  • Responsible AI for Developers: Google Cloud
  • 실용 머신 러닝 소개: Alberta Machine Intelligence Institute

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
  • Cookies Preference Center
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