• 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


  • C

    Curtis Institute of Music

    Exploring Beethoven's Piano Sonatas Part 3

    Skills you'll gain: Classical Music, Instrumental Music, Music, Music Performance, Music History

    4.9
    Rating, 4.9 out of 5 stars
    ·
    118 reviews

    Beginner · Course · 1 - 3 Months

  • M

    Microsoft

    Data Modeling and Architecture

    Skills you'll gain: Data Analysis Expressions (DAX), Data Ethics, Data Modeling, Data Governance, Data Architecture, Database Design, Power BI, Star Schema, Information Privacy, Data Visualization Software, Data Security, Data Integrity, Snowflake Schema, Relational Databases, Data Cleansing

    4.9
    Rating, 4.9 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Legal Researchers: Accelerating Case Analysis

    Skills you'll gain: Legal Technology, Legal Research, Anthropic Claude, Generative AI, ChatGPT, Legal Writing, Responsible AI, AI Workflows, Prompt Engineering, Case Law, Human Factors

    Intermediate · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Generative AI for Cybersecurity

    Skills you'll gain: Penetration Testing, Metasploit, Safety Culture, Cyber Threat Hunting, Cyber Threat Intelligence, Cyber Security Assessment, Cybersecurity, Threat Detection, Generative AI, Security Testing, Vulnerability Scanning, Anomaly Detection, Data Security, Security Strategy, Network Security, Security Software, Change Management, Machine Learning Methods, Ethical Standards And Conduct, Data Visualization

    Beginner · Specialization · 1 - 3 Months

  • U

    University of Colorado Boulder

    Approximation Algorithms and Linear Programming

    Skills you'll gain: Operations Research, Algorithms, Graph Theory, Linear Algebra, Combinatorics, Computational Thinking, Mathematical Modeling, Theoretical Computer Science, Python Programming

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    57 reviews

    Advanced · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    M2M & IoT Interface Design & Protocols for Embedded Systems

    Skills you'll gain: Internet Of Things, API Design, Amazon Web Services, Embedded Software, Cloud Computing Architecture, Application Programming Interface (API), Network Protocols, Microservices, Cloud Applications, Cloud Services, Communication Systems, Embedded Systems, Cloud Technologies, Cybersecurity, Software Development, Wireless Networks

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    125 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Washington

    머신 러닝: 회귀 모델

    Skills you'll gain: Model Evaluation, Regression Analysis, Supervised Learning, Predictive Modeling, Statistical Modeling, Statistical Methods, Machine Learning, Scikit Learn (Machine Learning Library), Applied Machine Learning, Feature Engineering, Linear Algebra, NumPy, Algorithms

    Mixed · Course · 1 - 3 Months

  • I

    IE Business School

    Scale Up Your Startup

    Skills you'll gain: Growth Strategies, Entrepreneurship, Diversity and Inclusion, Team Building, Performance Measurement, Culture Transformation, Governance, Business Risk Management, Key Performance Indicators (KPIs), Corporate Strategy, Employee Onboarding, Business Development, Go To Market Strategy, Risk Management, Sales Management, Product Management, Case Studies, Sales Strategy, Product Development, Leadership

    4.4
    Rating, 4.4 out of 5 stars
    ·
    30 reviews

    Intermediate · Specialization · 3 - 6 Months

  • M

    Macquarie University

    Online teaching: Using Zoom to connect with learners

    Skills you'll gain: Student Engagement, Classroom Management, Interactive Learning, Teaching, Security Controls, Information Privacy, Driving engagement, Collaborative Software, End User Training and Support, Data Sharing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    77 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Capitals Coalition

    Valuing nature and people to inform business decision-making

    Skills you'll gain: Stakeholder Engagement, Sustainable Business, Corporate Sustainability, Environmental Social And Corporate Governance (ESG), Business Risk Management, Sustainable Development, Natural Resource Management, Business Valuation, Sustainability Reporting, Stakeholder Analysis, Risk Analysis, Human Capital, Risk Management, Decision Making, Problem Solving, Business Communication

    4.7
    Rating, 4.7 out of 5 stars
    ·
    53 reviews

    Beginner · Course · 1 - 4 Weeks

  • A

    Arizona State University

    Human Cognitive Capacities & Limitations

    Skills you'll gain: Problem Solving, Critical Thinking and Problem Solving, Creativity, Decision Making, Human Learning, Usability, Psychology, Human Centered Design, User Interface and User Experience (UI/UX) Design

    4.9
    Rating, 4.9 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 3 Months

  • S

    SkillUp

    Generative AI: Elevate your Business Intelligence Career

    Skills you'll gain: Interactive Data Visualization, Business Intelligence, Data Presentation, Infographics, Data Visualization, Dashboard, Generative AI, Data Ethics, Responsible AI, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), SQL, Data Analysis, Presentations, Natural Language Processing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    34 reviews

    Intermediate · Course · 1 - 4 Weeks

1…412413414…682

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

  • Exploring Beethoven's Piano Sonatas Part 3: Curtis Institute of Music
  • Data Modeling and Architecture: Microsoft
  • GenAI for Legal Researchers: Accelerating Case Analysis: Coursera
  • Generative AI for Cybersecurity: LearnQuest
  • Approximation Algorithms and Linear Programming : University of Colorado Boulder
  • M2M & IoT Interface Design & Protocols for Embedded Systems: University of Colorado Boulder
  • 머신 러닝: 회귀 모델: University of Washington
  • Scale Up Your Startup: IE Business School
  • Online teaching: Using Zoom to connect with learners : Macquarie University
  • Valuing nature and people to inform business decision-making: Capitals Coalition

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
  • Free IT Certifications and Courses
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications

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
  • Share your Coursera learning story

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