• 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

    Coursera

    Optimizing and Governing AI Systems

    Skills you'll gain: Model Optimization, Responsible AI, Risking, Data Ethics, MLOps (Machine Learning Operations), Model Deployment, System Monitoring, Model Evaluation, Performance Tuning, Compliance Management, Technology Roadmaps, Governance, Prompt Engineering, Machine Learning, Risk Management, Generative AI, Data-Driven Decision-Making, Performance Analysis, Statistical Analysis, Cross-Functional Collaboration

    Intermediate · Course · 3 - 6 Months

    Status: Free trial
    Free trial
  • D

    Dartmouth College

    Lessons on Wisdom: Personal Leadership for Your Life

    Skills you'll gain: Creativity, Communication, Innovation, Creative Thinking, Personal Development, Interpersonal Communications, Curiosity, Productivity, Lifelong Learning, Time Management, Courage, Self-Awareness, Open Mindset, Independent Thinking, Leadership Development, Leadership, Growth Mindedness, People Development, Change Management, Growth Strategies

    4.8 stars, 135 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • E

    EDUCBA

    cPanel Web Hosting Management Mastery

    Skills you'll gain: Email Security, File Management, Control Panels, Web Analytics and SEO, MySQL, Apache, User Provisioning, Cloud Hosting, Public Key Infrastructure, User Accounts, Security Controls, Data Security, Key Management, Encryption, Database Management, Web Servers, Email Automation, Systems Administration, System Configuration, Application Deployment

    5 stars, 17 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 5 (17) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Advancing Dairy Management with Artificial Intelligence

    Skills you'll gain: Predictive Analytics, Machine Learning Methods, Machine Learning, Predictive Modeling, Decision Support Systems, Supervised Learning, Data-Driven Decision-Making, Analytics, Data Management, Data Collection, Data Analysis, Nutritional Assessment, Internet Of Things, Artificial Intelligence, Nutrition and Diet, Emerging Technologies, Health Assessment

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google

    Implement the Scrum Framework

    Skills you'll gain: Backlogs, User Story, Sprint Planning, Agile Software Development, Project Estimation, Agile Methodology, Product Requirements, Agile Product Development, Sprint Retrospectives, Agile Project Management, Estimation, Prioritization

    4.8 stars, 19 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • L

    Logical Operations

    R Programming for Data Science

    Skills you'll gain: R Programming, R (Software), Data Science, Data Analysis, Statistical Modeling, Data Visualization, Statistical Analysis, Statistical Visualization, Regression Analysis, Statistical Machine Learning, Plot (Graphics), Data Structures, Computer Programming, Decision Tree Learning, Machine Learning Methods, Machine Learning, Software Development, Computer Programming Tools, Data Import/Export, Machine Learning Algorithms

    Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Securing Linux Systems

    Skills you'll gain: Virtual Private Networks (VPN), Linux Administration, Public Key Infrastructure, Linux, Linux Servers, Intrusion Detection and Prevention, Firewall, Remote Access Systems, Operating System Administration, Linux Commands, Authentications, Authorization (Computing), Network Security, Hardening, Security Controls, Infrastructure Security, Identity and Access Management, System Monitoring, Cybersecurity, Information Technology

    4.5 stars, 112 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (112) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Classify Radio Signals with PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Transfer Learning, Fine-tuning, Convolutional Neural Networks, Digital Signal Processing, Model Training, Image Analysis, Classification Algorithms, Model Evaluation, Deep Learning, Computer Vision, Telecommunications

    3.8 stars, 13 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 3.8 (13) · Intermediate · Guided Project · Less Than 2 Hours

  • R

    Rice University

    Concurrent Programming in Java

    Skills you'll gain: Java Programming, Java, Data Structures, System Programming, Programming Principles, Computer Programming, Algorithms, Computer Science, Data Sharing

    4.5 stars, 664 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (664) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • L

    LearnKartS

    Risk Management Professional Certification Prep

    Skills you'll gain: Risk Analysis, Risk Management, Risk Management Framework, Project Risk Management, Root Cause Analysis, Risk Mitigation, Risk Appetite, Business Risk Management, Enterprise Risk Management (ERM), Contingency Planning, Risk Control, Risk Modeling, Continuous Monitoring, Governance Risk Management and Compliance, Project Management Institute (PMI) Methodology, Performance Analysis, Agile Methodology, Business Continuity Planning, Threat Management, Business Continuity

    4.8 stars, 132 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.8 (132) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • 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
  • E

    EDUCBA

    Advanced Python: OOP, File Handling & Libraries

    Skills you'll gain: Object Oriented Design, Object Oriented Programming (OOP), File I/O, Program Development, Software Development, Automation, Data Structures, Code Reusability, Maintainability, File Management, Python Programming, Scalability, Scripting Languages, Data Persistence, JSON, Problem Solving

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

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

    Status: Free trial
    Free trial
1…384385386…834

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

  • Optimizing and Governing AI Systems: Coursera
  • Lessons on Wisdom: Personal Leadership for Your Life: Dartmouth College
  • cPanel Web Hosting Management Mastery: EDUCBA
  • Advancing Dairy Management with Artificial Intelligence: University of Illinois Urbana-Champaign
  • Implement the Scrum Framework: Google
  • R Programming for Data Science: Logical Operations
  • Securing Linux Systems: LearnQuest
  • Classify Radio Signals with PyTorch: Coursera
  • Concurrent Programming in Java: Rice University
  • Risk Management Professional Certification Prep: LearnKartS

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