• 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


  • E

    EDUCBA

    Campus Placement Preparation

    Skills you'll gain: Interviewing Skills, Teamwork, Professionalism, Verbal Communication Skills, Trial Preparation, Communication, Human Resources, Negotiation, Job Analysis, Test Planning, Job Evaluation, On-The-Job Training

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • P

    Packt

    The Complete Python and Data Science Bootcamp

    Skills you'll gain: Plotly, PyTorch (Machine Learning Library), NumPy, Matplotlib, Object Oriented Programming (OOP), Pandas (Python Package), Plot (Graphics), Data Structures, Unit Testing, Python Programming, File I/O, Data Visualization Software, Algorithms, Interactive Data Visualization, Machine Learning Methods, Test Case, Computational Thinking, Programming Principles, Computer Programming, Code Reusability

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • L

    Lund University

    Transforming higher education with Generative AI

    Skills you'll gain: Generative AI, AI literacy, Responsible AI, Education Software and Technology, Data Ethics, AI Personalization, AI Integrations, Ethical Standards And Conduct

    4.6 stars, 28 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (28) · Beginner · Course · 1 - 3 Months

    Category: Free
    Free
  • U

    University of Colorado System

    Nonlinear Kalman Filters (and Parameter Estimation)

    Skills you'll gain: Matlab, Estimation, Applied Mathematics, Statistical Methods, Numerical Analysis, Mathematical Modeling, Control Systems, Mathematical Software, Simulation and Simulation Software, Model Evaluation, Derivatives, System Implementation, Calculus

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Bond Markets and Interest Rate Dynamics

    Skills you'll gain: Securities (Finance), Risk Analysis, Investments, Investment Banking, Portfolio Risk, Market Dynamics, Financial Market, Capital Markets, Investment Management, Financial Analysis, Banking, Return On Investment, Financial Management, Finance, Corporate Finance, Economics, Analysis, Behavior Management, Mechanics

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • P

    Packt

    A Complete Course on Windows Server Administration

    Skills you'll gain: Microsoft Servers, User Provisioning, Servers, Systems Administration, Virtualization and Virtual Machines, Scripting, Virtualization, Network Administration, Virtual Environment, File Systems, Information Technology

    Intermediate · Course · 1 - 3 Months

  • J

    John Wiley & Sons

    AI for Business, Creativity, and Development

    Skills you'll gain: Prompt Engineering, AI Personalization, Prompt Patterns, Prompt Engineering Tools, GitHub Copilot, Vibe coding, Microsoft Copilot, Responsible AI, ChatGPT, Customer experience improvement, Generative AI Agents, Artificial Intelligence, Digital Analysis, Personalized Campaigns, Digital Brand Strategy, Digital Marketing, Software Development, Machine Learning, Devops Tools, Business Strategy

    Advanced · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Master Electric Vehicle Tech: Software Skills

    Skills you'll gain: Electrical Systems, Embedded Software, Electric Power Systems, Engineering Software, Power Electronics, Hardware Troubleshooting, Software Systems, Systems Architecture, Electrical Engineering, Systems Integration, Debugging, Control Systems

    4.6 stars, 11 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • A

    AI CERTs

    AI for Game Design Agent

    Skills you'll gain: AI powered creativity, Agentic Workflows, AI Workflows, Visual Storytelling

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Align AI: Ethics, Strategy & Excellence

    Skills you'll gain: Responsible AI, Data Ethics, Organizational Strategy, AI Product Strategy, AI Enablement, Strategic Leadership, Cross-Functional Collaboration, Governance, Artificial Intelligence and Machine Learning (AI/ML), Decision Making, AI literacy, Business Ethics, Technology Roadmaps, Data Governance, Organizational Structure, Scalability, Risk Mitigation

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Talent Acquisition and Onboarding for Startups

    Skills you'll gain: Employee Onboarding, Talent Recruitment, Talent Acquisition, Recruitment Strategies, Workforce Planning, Full Cycle Recruitment, Recruitment, New Hire Orientations, Talent Pipelining, Employee Performance Management, Talent Management, Performance Review, Workforce Development, Workforce Management, People Analytics, Job Analysis, Human Resource Strategy, Performance Metric, Human Resources, Human Resources Information System (HRIS)

    Mixed · Course · 1 - 4 Weeks

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

    EDUCBA

    Financial Risk Analysis for Credit Ratings

    Skills you'll gain: Financial Analysis, Portfolio Risk, Credit Risk, Financial Statement Analysis, Financial Statements, Portfolio Management, Investment Management, Risk Management, Financial Acumen, Project Finance, Business Risk Management, Financial Services, Risk Analysis, Finance, Balance Sheet, Financial Systems, Investments, Banking, Financial Planning, Market Liquidity

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
1…674675676…834

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

  • Campus Placement Preparation: EDUCBA
  • The Complete Python and Data Science Bootcamp: Packt
  • Transforming higher education with Generative AI: Lund University
  • Nonlinear Kalman Filters (and Parameter Estimation): University of Colorado System
  • Bond Markets and Interest Rate Dynamics: EDUCBA
  • A Complete Course on Windows Server Administration: Packt
  • AI for Business, Creativity, and Development: John Wiley & Sons
  • Master Electric Vehicle Tech: Software Skills: Coursera
  • AI for Game Design Agent: AI CERTs
  • Align AI: Ethics, Strategy & Excellence: 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