• 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


  • J

    Johns Hopkins University

    Documentation and Usability for Cancer Informatics

    Skills you'll gain: Usability, User Experience Design, User Centered Design, Software Documentation, Usability Testing, Technical Documentation, Bioinformatics, End User Training and Support, Technical Writing, Technical Communication, Product Development, Writing

    Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Packt

    Engaged: Behavioral Science for Digital Product Design

    Skills you'll gain: Decision Making, Driving engagement, Experience Design, Behavioral Economics, Human Factors, Interaction Design, UI/UX Strategy, User Experience, Persona (User Experience), Research and Design, User Centered Design, User Experience Design, Psychology, Experimentation, Design Strategies, Trustworthiness, Motivational Skills, Behavioral Management, Product Management, Digital Marketing

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Securing Industrial Control and Safety Instrumented Systems

    Skills you'll gain: Risk Management, Risk Management Framework, Infrastructure Security, Threat Modeling, Cyber Engineering, Security Controls, Security Engineering, Security Architecture Review, Security Management, Safety and Security, Cybersecurity, Cyber Security Strategy, Cyber Risk, Vulnerability Assessments, Control Systems, Cyber Security Policies, Cyber Security Assessment, Cyber Governance, Industrial Design

    Beginner · Course · 1 - 3 Months

  • M

    Madecraft

    How to Become a Great Public Speaker

    Skills you'll gain: Public Speaking, Driving engagement, Growth Mindedness, Oral Expression, Concision, Verbal Communication Skills, Constructive Feedback, Communication, Storytelling, Empathy, Communication Strategies, Lifelong Learning, Stress Management, Content Creation, Emotional Intelligence, Self-Motivation

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Introduction to Data Structures and Algorithmic Foundations

    Skills you'll gain: Data Structures, Algorithms, Computational Thinking, Programming Principles, Theoretical Computer Science, Software Engineering, Computer Programming, Performance Tuning

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Risk Management for Cyber Security Managers

    Skills you'll gain: Responsible AI, Governance Risk Management and Compliance, Risk Management, ISO/IEC 27001, Compliance Management, AI Security, Risk Modeling, Business Risk Management, Enterprise Risk Management (ERM), Governance, Risk Control, Security Testing, Analysis, Threat Modeling, Technical Communication, Business Reporting

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Document and Evaluate AI Ethics

    Skills you'll gain: Data Ethics, Responsible AI, Software Documentation, Compliance Auditing, Ethical Standards And Conduct, Compliance Management, Auditing, Technical Documentation, Case Studies, Model Deployment, Auditors Report, Model Evaluation, Accountability Frameworks, MLOps (Machine Learning Operations), Accountability, Report Writing, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Hands-On Web App Pentesting

    Skills you'll gain: Penetration Testing, Open Web Application Security Project (OWASP), Web Applications, Vulnerability Scanning, Exploitation techniques, Vulnerability Assessments, Security Testing, Application Security, Test Tools, Web Servers, Content Management Systems, Application Programming Interface (API), Databases

    4.2 stars, 10 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.2 (10) · Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    AI-Enhanced Scrum Master – Smarter Agile Automation

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Prompt Engineering Tools, Generative AI, Microsoft Copilot, Scrum (Software Development), AI Enablement, Backlogs, AI Workflows, Responsible AI, User Story, Anthropic Claude, Sprint Planning, AI Integrations, Agile Methodology, Productivity Software, Prioritization

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    NightCafe for Beginners: Create AI Art

    Skills you'll gain: AI powered creativity, Generative AI, Editing, AI Personalization, Prompt Engineering, Prompt Engineering Tools

    Beginner · Guided Project · Less Than 2 Hours

  • D

    Dassault Systèmes

    xDesign Revolution and Cut Features

    Skills you'll gain: SolidWorks (CAD), 3D Modeling, Computer-Aided Design, Drafting and Engineering Design, Mechanical Design, Mechanical Engineering

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    The State University of New York

    Career Foundations: A Toolkit to Build Your Future

    Skills you'll gain: Collaboration, Teamwork, Adaptability, Verbal Communication Skills, Critical Thinking, Communication, Creative Thinking, Emotional Intelligence, Resilience, Problem Solving, Analytical Skills, Innovation, Accountability, Motivational Skills, Team Motivation, Logical Reasoning, Organizational Skills, Decision Making, Human Resources, Time Management

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
1…765766767…834

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

  • Documentation and Usability for Cancer Informatics: Johns Hopkins University
  • Engaged: Behavioral Science for Digital Product Design: Packt
  • Securing Industrial Control and Safety Instrumented Systems: Packt
  • How to Become a Great Public Speaker: Madecraft
  • Introduction to Data Structures and Algorithmic Foundations: Packt
  • Risk Management for Cyber Security Managers: Packt
  • Document and Evaluate AI Ethics: Coursera
  • Hands-On Web App Pentesting: Packt
  • AI-Enhanced Scrum Master – Smarter Agile Automation: Packt
  • NightCafe for Beginners: Create AI Art: Coursera

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