• 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


  • Status: Free Trial
    Free Trial
    A

    American Psychological Association

    The Psychology of Gender and Sexuality

    Skills you'll gain: Diversity Awareness, Sociology, Culture, Psychology, Cultural Diversity, Human Development, Social Sciences, Child Development, Learning Theory, Biology, Health Education

    4.5
    Rating, 4.5 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Image Classification with Keras: Build & Optimize

    Skills you'll gain: Keras (Neural Network Library), Convolutional Neural Networks, Transfer Learning, Model Evaluation, Image Analysis, Model Optimization, Model Training, Fine-tuning, Computer Vision, Deep Learning, Data Preprocessing, Jupyter

    Mixed · Course · 1 - 4 Weeks

  • B

    Birla Institute of Technology & Science, Pilani

    Graphs and Networks

    Skills you'll gain: Graph Theory, Network Analysis, Social Network Analysis, Graphing, Combinatorics, Network Model, Network Engineering, Mathematical Modeling, Applied Mathematics, Transportation Operations, Image Analysis, Algorithms, Theoretical Computer Science, Artificial Intelligence and Machine Learning (AI/ML), Model Optimization, Problem Solving, Embeddings

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Project Managers: Scaling with GenAI

    Skills you'll gain: Innovation, Project Management, Responsible AI, Generative AI, Cost Reduction, Team Performance Management, Workflow Management, Project Planning, Resource Allocation, Process Improvement, Risk Management, Predictive Analytics

    4.6
    Rating, 4.6 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    C# Computer Graphics and Visual Effects Development

    Skills you'll gain: User Interface (UI), Computer Graphics, Visualization (Computer Graphics), Application Design, C# (Programming Language), Computer Graphic Techniques, Event-Driven Programming, .NET Framework, UI Components, Graphical Tools, Data-oriented programming, Animations, Code Reusability, Program Development, Animation and Game Design, Computer Displays, Application Development

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Apps de IA generativa: transforma tu trabajo

    Skills you'll gain: Google Gemini, Gemini, Google Workspace, Generative AI, Google Cloud Platform, Productivity Software, Prompt Engineering, Workflow Management, Large Language Modeling, Enterprise Security

    5
    Rating, 5 out of 5 stars
    ·
    124 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    B

    Board Infinity

    Mastering Product Management Interviews: A Strategic Guide

    Skills you'll gain: Agile Methodology, Agile Product Development, Agile Software Development, Product Strategy, Product Design, Market Analysis, Technical Management, Product Marketing, Product Planning, Market Research, Customer Analysis, Target Market, Commercialization, Oral Expression, Stakeholder Communications, Data Analysis Software, Portfolio Management, Verbal Communication Skills, Data-Driven Decision-Making, Decision Making

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    AI Business School

    AI agents and creator tools for finance professionals

    Skills you'll gain: Agentic Workflows, Agentic systems, AI Workflows, No-Code Development, Generative AI Agents, AI Enablement, Digital Transformation, Business Process Automation, Business Technologies, Automation, Artificial Intelligence, Finance, Application Development

    4.2
    Rating, 4.2 out of 5 stars
    ·
    16 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Curtis Institute of Music

    Exploring Beethoven’s Piano Sonatas Part 2

    Skills you'll gain: Classical Music, Music Theory, Music, Music History, Instrumental Music, Musical Composition, Music Performance, Performing Arts

    5
    Rating, 5 out of 5 stars
    ·
    169 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    F

    Fundação Lemann

    Explorando os recursos educacionais da Khan Academy

    Skills you'll gain: Learning Management Systems, Education Software and Technology, Digital pedagogy, Data Analysis Software, AI Personalization, Computing Platforms, Innovation, Continuous Monitoring

    4.8
    Rating, 4.8 out of 5 stars
    ·
    96 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    F

    Fred Hutchinson Cancer Center

    Practical Steps for Building Fair AI Algorithms

    Skills you'll gain: ChatGPT, Responsible AI, Generative AI, Data Ethics, Algorithms, LLM Application, Large Language Modeling, Predictive Modeling, AI literacy, Predictive Analytics, Machine Learning, Decision Intelligence, Supervised Learning, Ethical Standards And Conduct, Record Keeping, Data Collection, Diversity Awareness, Health Equity, Model Evaluation, Case Studies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Statistical Inference and Hypothesis Testing in Data Science Applications

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Methods, Probability & Statistics, Data Ethics, Statistical Analysis, Statistical Inference, Statistics, Sample Size Determination, Sampling (Statistics), Probability Distribution

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    55 reviews

    Intermediate · Course · 1 - 3 Months

1…463464465…834

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

  • The Psychology of Gender and Sexuality: American Psychological Association
  • Image Classification with Keras: Build & Optimize: EDUCBA
  • Graphs and Networks: Birla Institute of Technology & Science, Pilani
  • GenAI for Project Managers: Scaling with GenAI: Coursera
  • C# Computer Graphics and Visual Effects Development: EDUCBA
  • Apps de IA generativa: transforma tu trabajo: Google Cloud
  • Mastering Product Management Interviews: A Strategic Guide: Board Infinity
  • AI agents and creator tools for finance professionals: AI Business School
  • Exploring Beethoven’s Piano Sonatas Part 2: Curtis Institute of Music
  • Explorando os recursos educacionais da Khan Academy: Fundação Lemann

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