• 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


  • A

    AI CERTs

    AI Powered UI/UX Design

    Skills you'll gain: AI Personalization, Digital Transformation, AI Product Strategy, User Interface and User Experience (UI/UX) Design, Experience Design, Persona (User Experience), User Experience Design, User Experience, User Centered Design, User Interface (UI), UI/UX Research, Artificial Intelligence, Design Research, Wireframing, Design Reviews, User Story, Prototyping, Responsible AI, Presentations, Prompt Patterns

    3.8 stars, 38 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 3.8 (38) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    Universidad Austral

    Introducción al Aprendizaje Profundo

    Skills you'll gain: Supervised Learning, Deep Learning, Machine Learning Methods, Artificial Neural Networks, Applied Machine Learning, Model Optimization, Logistic Regression, Classification Algorithms, Model Training, Regression Analysis

    4.3 stars, 7 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.3 (7) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • K

    Knowledge Accelerators

    Microsoft Copilot in Excel: Smarter Data Analysis Made Easy

    Skills you'll gain: Prompt Engineering, Microsoft Copilot, Dashboard Creation, Dashboard, Excel Macros, Microsoft 365, Pivot Tables And Charts, Data Visualization, Generative AI Agents, Data Analysis, Generative AI, AI Integrations, Artificial Intelligence, Workflow Management, Productivity, Automation, Customer Data Management, Data Management, Leadership Development

    4.8 stars, 23 reviews, Intermediate, Course, Less Than 2 Hours

    ★ 4.8 (23) · Intermediate · Course · Less Than 2 Hours

    Category: Preview
    Preview
  • E

    EDUCBA

    Master Corporate Office Layouts with AutoCAD

    Skills you'll gain: AutoCAD, Architectural Drawing, Drafting and Engineering Design, Autodesk, Human Factors, Technical Documentation

    4.7 stars, 15 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Two-Phase Pipe Hydraulics and Pipe Sizing

    Skills you'll gain: Hydraulics, Chemical Engineering, Engineering Analysis, Mechanical Engineering, Process Engineering, Engineering Calculations, Mathematical Modeling, Process Analysis, Applied Mathematics, Estimation

    4.8 stars, 14 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (14) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Compose and Program Music in Python using Earsketch

    Skills you'll gain: Musical Composition, Music, Computer Programming, Code Reusability, Programming Principles, Python Programming

    4.5 stars, 459 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.5 (459) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • E

    EDUCBA

    Python GUI Development: Design & Build Apps

    Skills you'll gain: Design Thinking, Software Design, User Interface (UI), Usability, User Interface (UI) Design, UI Components, Interactive Design, Application Design, Python Programming, Application Development

    4.4 stars, 17 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.4 (17) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Science and Technology of China

    职场修炼:学习、创新、协作与自我实现

    Skills you'll gain: Brainstorming, Creative Thinking, Creative Problem-Solving, Ideation, Problem Solving, Innovation, Adult Education, Productivity, Workflow Management, Social Sciences, Productivity Software, Collaboration, Quick Learning, Operational Efficiency, Learning Strategies, Lifelong Learning, Willingness To Learn, World History, Personal Development, Sociology

    4.3 stars, 130 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.3 (130) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • N

    Northwestern University

    Power Onboarding

    Skills you'll gain: Peer Review, Employee Onboarding, Professional Networking, Quick Learning, Organizational Structure, Organizational Development, Professional Development, Relationship Building, Planning, Productivity, Adaptability, Personal Development

    4.1 stars, 40 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.1 (40) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    EDUCBA

    Master Photoshop CC: Apply Smart Selection & Design Tools

    Skills you'll gain: Typography, Color Matching, AI powered creativity, Adobe Creative Cloud, Graphical Tools, Creative Design, Graphics Software

    5 stars, 15 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Designing Effective Science Communication

    Skills you'll gain: Oral Expression, Non-Verbal Communication, Learning Theory, Storytelling, Education Software and Technology, Human Learning, Motivational Interviewing, Conflict Management, Interpersonal Communications, Technical Communication, Education and Training, Pedagogy, Media and Communications, Driving engagement, Writing, Scientific Methods, Rapport Building, Diversity Awareness, Workplace inclusivity, Cultural Responsiveness

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

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

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Unreal Engine: Design & Build 3D Game Worlds for Beginners

    Skills you'll gain: Virtual Environment

    4.9 stars, 14 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
1…387388389…834

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

  • AI Powered UI/UX Design: AI CERTs
  • Introducción al Aprendizaje Profundo: Universidad Austral
  • Microsoft Copilot in Excel: Smarter Data Analysis Made Easy: Knowledge Accelerators
  • Master Corporate Office Layouts with AutoCAD: EDUCBA
  • Two-Phase Pipe Hydraulics and Pipe Sizing: L&T EduTech
  • Compose and Program Music in Python using Earsketch: Coursera
  • Python GUI Development: Design & Build Apps: EDUCBA
  • 职场修炼:学习、创新、协作与自我实现: University of Science and Technology of China
  • Power Onboarding: Northwestern University
  • Master Photoshop CC: Apply Smart Selection & Design Tools: EDUCBA

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