• 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


  • S

    SkillsBooster Academy

    Building AI-Powered Web Applications with React and Next.js

    Skills you'll gain: React.js, OpenAI API, ChatGPT, UI Components, Web Development Tools, Full-Stack Web Development, JavaScript Frameworks, Generative AI, Application Programming Interface (API), Restful API, Front-End Web Development, Web Development, Back-End Web Development, Javascript, Debugging, HTML and CSS, Server Side, Software Development, GitHub, Programming Principles

    5 stars, 8 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 5 (8) · Beginner · Specialization · 3 - 6 Months

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

    California Institute of the Arts

    Introduction to Imagemaking

    Skills you'll gain: Graphic and Visual Design, Visual Storytelling, Graphic Design, Digital Design, Adobe InDesign, Layout Design, Storytelling, Multimedia, Design Elements And Principles, Design Research, Digital Publishing, Peer Review, Aesthetics, Design Reviews, Creativity

    4.5 stars, 3K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (3K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Facial Expression Recognition with PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Transfer Learning, Fine-tuning, Model Training, Convolutional Neural Networks, Deep Learning, Image Analysis, Computer Vision, Model Evaluation, Applied Machine Learning, Data Preprocessing, Classification Algorithms, Data Transformation

    3.9 stars, 60 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 3.9 (60) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • U

    Università Bocconi

    Arts and Heritage Management

    Skills you'll gain: Leadership and Management, Branding, Business Management, Brand Management, Brand Strategy, Brand Loyalty, Data Strategy, Fundraising, Data-Driven Decision-Making, Marketing, Consumer Behaviour, Customer experience strategy (CX), Customer Engagement, Value Propositions, Target Audience

    4.8 stars, 1.5K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (1.5K) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Packt

    Building Secure and Modular Angular Applications

    Skills you'll gain: Authentications, Angular, API Design, Application Programming Interface (API), TypeScript, Frontend Integration, Restful API, Authorization (Computing), Web Development Tools, GraphQL, Secure Coding, Full-Stack Web Development, Node.JS, Application Design, Role-Based Access Control (RBAC), Enterprise Security, Enterprise Architecture, Software Architecture, Web Development, Javascript

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • L

    LearnKartS

    Azure Artifacts, Infrastructure as Code, Pipeline Automation

    Skills you'll gain: Azure DevOps Pipelines, Infrastructure as Code (IaC), Azure DevOps, Terraform, Microsoft Azure, CI/CD, Cloud Deployment, IT Automation, Cloud Infrastructure, Continuous Deployment, DevOps, Application Deployment, Devops Tools, Package and Software Management, Configuration Management, Automation, Multi-Cloud, Command-Line Interface, Git (Version Control System), GitHub

    Advanced · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    IBM

    Vector Database Fundamentals

    Skills you'll gain: Vector Databases, Hugging Face, MongoDB, Embeddings, NoSQL, AI Personalization, Artificial Intelligence, PostgreSQL, Data Store, Relational Databases, Database Management Systems, Generative AI, SQL, Databases, Database Systems, LLM Application, Query Languages, Natural Language Processing, Machine Learning, Data Science

    4.5 stars, 77 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.5 (77) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • A
    A

    Multiple educators

    Real-World AI for Everyone

    Skills you'll gain: AI literacy, Retrieval-Augmented Generation, AI powered creativity, Vibe coding, Problem Solving, AI Enablement, Prompt Engineering Tools, AI Personalization, Multimodal Prompts, Productivity Software, Generative AI, Communication Strategies, Responsible AI, Business Communication, Productivity, Planning, Project Planning, Business Planning, Project Management, Business

    4.6 stars, 126 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.6 (126) · Beginner · Specialization · 1 - 3 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • P

    Packt

    Modern Spring Security & Cloud Integration

    Skills you'll gain: OAuth, Spring Framework, Single Sign-On (SSO), Application Security, Cloud Security, Build Tools, Authentications, Gradle, Cloud-Native Computing, Spring Boot, Security Controls, Microservices, Hardening, Lightweight Directory Access Protocols, AWS Identity and Access Management (IAM), Identity and Access Management, Authorization (Computing), Cloud Deployment, Configuration Management

    Advanced · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Macquarie University

    Organisational design: Know your organisation

    Skills you'll gain: Human Resource Strategy, Organizational Strategy, Culture Transformation, Organizational Structure, Human Resources, Organizational Effectiveness, Workforce Planning, Organizational Development, Organizational Change, Strategic Leadership, Operational Risk, Plan Execution, Operational Analysis, Organizational Leadership, Internal Controls, Risk Mitigation, Risk Management, Business Strategy, Key Performance Indicators (KPIs), Report Writing

    4.9 stars, 1.8K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (1.8K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    Scrum Alliance

    Ethical AI: Balancing Tech and Humanity

    Skills you'll gain: Responsible AI, Data Ethics, Trustworthiness, AI literacy, Scrum (Software Development), Sprint Retrospectives, Business Ethics, Agile Software Development, Artificial Intelligence, Accountability Frameworks, Generative AI, Agile Methodology, AI Workflows, Governance, Accountability, Supervision

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • É

    École Polytechnique Fédérale de Lausanne

    Space Mission Design and Operations

    Skills you'll gain: Control Systems, Robotics, Concept Of Operations, Mechanics, Physics, Environment, Physical Science

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
1…209210211…834

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

  • Building AI-Powered Web Applications with React and Next.js: SkillsBooster Academy
  • Introduction to Imagemaking: California Institute of the Arts
  • Facial Expression Recognition with PyTorch: Coursera
  • Arts and Heritage Management: Università Bocconi
  • Building Secure and Modular Angular Applications: Packt
  • Azure Artifacts, Infrastructure as Code, Pipeline Automation: LearnKartS
  • Vector Database Fundamentals: IBM
  • Real-World AI for Everyone: Advancing Women in Tech
  • Modern Spring Security & Cloud Integration: Packt
  • Organisational design: Know your organisation: Macquarie University

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