• 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


  • U

    University of Glasgow

    LLM-empowered Python Programming for AI

    Skills you'll gain: NumPy, Scikit Learn (Machine Learning Library), Object Oriented Programming (OOP), Matplotlib, LLM Application, Machine Learning Methods, Applied Machine Learning, Large Language Modeling, Pandas (Python Package), Statistical Machine Learning, Development Environment, Model Training, Data Analysis, Generative AI, Data Structures, Programming Principles, Prompt Patterns, Python Programming, Prompt Engineering, Unit Testing

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • N

    Novartis

    Fundamentals of Good Clinical Practice: Prep and Personnel

    Skills you'll gain: Good Clinical Practices (GCP), Institutional Review Board (IRB), Clinical Research Ethics, Clinical Research Coordination, Clinical Trials, Clinical Research, Clinical Data Management, Drug Development, Document Management

    4.8 stars, 171 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (171) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft Data Analysis with Python & R

    Skills you'll gain: Git (Version Control System), Data Visualization, Data Presentation, Generative AI, Version Control, Matplotlib, Exploratory Data Analysis, Data Cleansing, Pandas (Python Package), R Programming, Tidyverse (R Package), Ggplot2, Jupyter, Python Programming, Microsoft Visual Studio, Statistical Visualization, Data Storytelling, GitHub, NumPy, Machine Learning Methods

    4.4 stars, 691 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.4 (691) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Genomic Data Science

    Skills you'll gain: Bioinformatics, Unix Commands, grep, Biostatistics, R (Software), Exploratory Data Analysis, Statistical Analysis, Unix Shell, Unix, Data Science, Data Management, Statistical Methods, Command-Line Interface, Statistical Hypothesis Testing, Linux Commands, Data Structures, Big Data, Molecular Biology, R Programming, Python Programming

    4.5 stars, 6.9K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (6.9K) · Intermediate · Specialization · 3 - 6 Months

    Status: Trending right now
    Trending right now
    Status: Free trial
    Free trial
  • I

    IBM

    Cloud Application Development Foundations

    Skills you'll gain: Cloud-Native Computing, Node.JS, Cloud Infrastructure, Cloud Platforms, CI/CD, Cloud Applications, Cloud Development, NoSQL, Cloud Computing, HTML and CSS, Cloud Computing Architecture, MongoDB, Server Side, Front-End Web Development, React Redux, Hypertext Markup Language (HTML), JavaScript Frameworks, Restful API, DevOps, Python Programming

    4.6 stars, 11K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (11K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Madecraft

    Python Tools: Jupyter vs. PyCharm

    Skills you'll gain: Jupyter, Development Environment, Software Development Tools, Debugging, Computer Programming Tools, Integrated Development Environments, Version Control, Program Development, Applied Machine Learning, Python Programming, Machine Learning Software, Performance Testing, Git (Version Control System), Exploratory Data Analysis, Interactive Data Visualization

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Build Basic Generative Adversarial Networks (GANs)

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, Generative Model Architectures, PyTorch (Machine Learning Library), Deep Learning, Convolutional Neural Networks, Responsible AI, Data Ethics, Model Training, Model Evaluation

    4.7 stars, 2K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (2K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • F

    Fractal Analytics

    Fractal Data Science

    Skills you'll gain: Data Storytelling, Decision Making, Critical Thinking, Database Design, Data Manipulation, Data Presentation, Power BI, Data Visualization, Model Evaluation, Feature Engineering, Model Deployment, Interactive Data Visualization, Data Wrangling, Critical Thinking and Problem Solving, Data Analysis Expressions (DAX), Human Centered Design, SQL, Machine Learning, Problem Solving, Python Programming

    4.4 stars, 625 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.4 (625) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • L

    Ludwig-Maximilians-Universität München (LMU)

    Competitive Strategy and Organization Design

    Skills you'll gain: Mergers & Acquisitions, Customer Retention, Business Research, Business Strategy, Organizational Structure, Organizational Strategy, Peer Review, Strategic Thinking, Game Theory, Competitive Analysis, Business Strategies, Strategic Partnership, Consulting, Corporate Strategy, Product Strategy, Report Writing, Business Consulting, Growth Strategies, Organizational Development, Organizational Effectiveness

    4.7 stars, 3.7K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (3.7K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Minnesota

    Human Resource Management: HR for People Managers

    Skills you'll gain: Performance Management, Performance Appraisal, Performance Review, Compensation Management, Compensation Strategy, Compensation and Benefits, Constructive Feedback, Human Resource Strategy, Human Resources, Talent Recruitment, Workforce Planning, Employee Performance Management, Recruitment Strategies, Human Resources Management and Planning, Employee Onboarding, Recruitment, Talent Acquisition, Management Training And Development, Human Resource Policies, Performance Measurement

    4.8 stars, 16K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (16K) · Beginner · Specialization · 3 - 6 Months

    Status: Trending right now
    Trending right now
    Status: Free trial
    Free trial
  • M

    Microsoft

    Build a computer vision app with Azure Cognitive Services

    Skills you'll gain: Microsoft Azure, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Computer Vision, AI Enablement, Applied Machine Learning, Artificial Intelligence, Cloud Services, AI Integrations, Authentications, Cloud API, Cloud Computing, Cloud Applications, Application Programming Interface (API), Software Development

    4.5 stars, 547 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.5 (547) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • U

    University of Michigan

    Using Databases with Python

    Skills you'll gain: Database Design, Data Store, Database Software, Relational Databases, SQL, Databases, Data Visualization Software, Web Scraping, Data Modeling, Object Oriented Programming (OOP), Data Processing, Python Programming, Application Programming Interface (API)

    4.8 stars, 22K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (22K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
1…124125126…834

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

  • LLM-empowered Python Programming for AI: University of Glasgow
  • Fundamentals of Good Clinical Practice: Prep and Personnel: Novartis
  • Microsoft Data Analysis with Python & R: Microsoft
  • Genomic Data Science: Johns Hopkins University
  • Cloud Application Development Foundations: IBM
  • Python Tools: Jupyter vs. PyCharm: Madecraft
  • Build Basic Generative Adversarial Networks (GANs): DeepLearning.AI
  • Fractal Data Science: Fractal Analytics
  • Competitive Strategy and Organization Design: Ludwig-Maximilians-Universität München (LMU)
  • Human Resource Management: HR for People Managers: University of Minnesota

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
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok