• 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


  • S

    Simplilearn

    Generative AI Models and Transformer Networks Certification

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative Model Architectures, Retrieval-Augmented Generation, Generative AI, Autoencoders, ChatGPT, Model Training, Deep Learning, Model Evaluation, Vision Transformer (ViT), Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Large Language Modeling, Prompt Engineering, PyTorch (Machine Learning Library), Artificial Neural Networks, Image Analysis, Computer Vision, Unsupervised Learning, Natural Language Processing

    3.5 stars, 14 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 3.5 (14) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Macquarie University

    Online teaching: Using Zoom to connect with learners

    Skills you'll gain: Lesson Planning, Interactive Learning, Pedagogy, Driving engagement, Instructional Strategies, Digital pedagogy, Blended Learning, Collaborative Software, Instructional Design, Adult Learning Principles, digital literacy, Information Privacy

    4.8 stars, 78 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Theory of Angular Momentum

    Skills you'll gain: Angular, Electrical Engineering, Mechanics, Linear Algebra, Physics, Engineering Analysis, Differential Equations, Applied Mathematics

    4.1 stars, 20 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.1 (20) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Duke University

    Drones for Environmental Science

    Skills you'll gain: Environmental Monitoring, Environmental Regulations, Environmental Laws, Data Ethics, Environmental Science, Geospatial Information and Technology, Robotics, Ethical Standards And Conduct, Global Positioning Systems, Research, Electronic Components, Critical Thinking

    4.9 stars, 91 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (91) · Beginner · Course · 1 - 4 Weeks

  • U

    Universidad Nacional de Colombia

    Más que química

    Skills you'll gain: Chemistry, Systems Of Measurement, Applied Mathematics, Materials science, Scientific Methods

    4.9 stars, 76 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (76) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of California San Diego

    Internet of Things: Multimedia Technologies

    Skills you'll gain: Mobile Development, Application Development, Python Programming, Internet Of Things, Digital Signal Processing, Embedded Software, Development Environment

    4.6 stars, 311 reviews, Mixed, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • P

    Pontificia Universidad Católica de Chile

    Programa especializado en circuitos eléctricos con SPICE

    Skills you'll gain: Three-Phase, Basic Electrical Systems, Electrical Engineering, Electronic Components, Electrical Systems, Electronic Systems, Electric Power Systems, Electrical Power, Electrical and Computer Engineering, Electronics, Differential Equations, Electronics Engineering, Engineering Analysis, Engineering Calculations, Schematic Diagrams, Network Analysis, Physics, Trigonometry, Simulation and Simulation Software, Applied Mathematics

    4.9 stars, 53 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.9 (53) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Corporate Finance Institute

    Accounting Fundamentals

    Skills you'll gain: Income Statement, Financial Statements, Accounting, Financial Statement Analysis, Balance Sheet, Financial Accounting, Financial Reporting, Accounting Records, Financial Modeling, Cash Flows

    4.9 stars, 106 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (106) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    Duke University

    Christian Virtues for Spiritual Growth

    Skills you'll gain: Compassion, Habit Formation, Ethical Standards And Conduct, Optimism, Resilience, Empathy, Social Justice, Self-Awareness

    4.7 stars, 32 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • M

    Microsoft

    Project Management Principles

    Skills you'll gain: Team Performance Management, Stakeholder Engagement, Stakeholder Management, Project Management Institute (PMI) Methodology, Systems Thinking, Team Management, Stakeholder Communications, Team Building, Team Leadership, Team Motivation, Risk Mitigation, Drive Engagement, Project Management, Risk Management, Risk Analysis, Business Ethics, Change Management, Governance, Problem Solving, Leadership

    5 stars, 48 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University of California San Diego

    Input and Interaction

    Skills you'll gain: Human Computer Interaction, Human Factors, Usability, Interaction Design, Information Architecture, Interactive Design, Human Machine Interfaces, User Interface (UI) Design, User Experience Design, Peripheral Devices

    4.6 stars, 722 reviews, Mixed, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • S

    Siemens

    Introduction to Solid Edge

    Skills you'll gain: Computer-Aided Design, Drafting and Engineering Design, Design Software, Data Import/Export, Engineering Drawings, Assembly Drawing, Mechanical Drawings, Technical Drawing, 3D Modeling, 3D Assets

    4.7 stars, 79 reviews, Beginner, Course, 1 - 3 Months

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

    Category: Preview
    Preview
1…355356357…834

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

  • Generative AI Models and Transformer Networks Certification: Simplilearn
  • Online teaching: Using Zoom to connect with learners: Macquarie University
  • Theory of Angular Momentum: University of Colorado Boulder
  • Drones for Environmental Science: Duke University
  • Más que química: Universidad Nacional de Colombia
  • Internet of Things: Multimedia Technologies: University of California San Diego
  • Programa especializado en circuitos eléctricos con SPICE: Pontificia Universidad Católica de Chile
  • Accounting Fundamentals: Corporate Finance Institute
  • Christian Virtues for Spiritual Growth: Duke University
  • Project Management Principles: Microsoft

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