• 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: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Document AI: Project & API Writing

    Skills you'll gain: Software Documentation, Engineering Documentation, Technical Documentation, Model Training, Software Design Documents, Technical Writing, Generative Model Architectures, Technical Communication, Restful API

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Copilot Power Apps for Beginners: Create an Expense Tracker

    Skills you'll gain: Microsoft Copilot, Microsoft Power Platform, No-Code Development, Application Development, Development Environment, Data Structures, Database Application, User Interface (UI), User Interface (UI) Design, Generative AI

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Secure AI Model Deployments & Lifecycles

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), AI Security, Cloud Deployment, DevOps, CI/CD, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Metadata Management, System Monitoring, Software Versioning, Data-Driven Decision-Making, Incident Response

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    Edureka

    Building Your First Multi-Agent AI System with CrewAI

    Skills you'll gain: CrewAI, Prompt Engineering, AI Workflows, AI Orchestration, Context Engineering, Agentic Workflows, Generative AI Agents, Agentic systems, LLM Application, Prompt Patterns, Large Language Modeling, Workflow Management, Generative AI, Virtual Environment, Python Programming, Model Evaluation, Development Environment

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Networking, Mobile Devices, Virtualization & Security

    Skills you'll gain: Wireless Networks, Virtualization and Virtual Machines, Network Administration, Virtual Machines, General Networking, Virtualization, Computing Platforms, Cloud Hosting, Network Troubleshooting, Network Support, Network Security, Cloud Computing, Security Controls, Computer Networking, Networking Hardware, Virtual Private Networks (VPN), Mobile Security, Telecommunications, Network Architecture, Local Area Networks

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Amsterdam

    Try RRI! A guide for Responsible Research and Innovation

    Skills you'll gain: Research Design, Science and Research, Research, Social Impact, Experimentation, Innovation, Policy Analysis, Research, and Development, Case Studies, Stakeholder Engagement, Collaboration, Planning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Skillshare

    YouTube Video Editing in FCPX - From beginner to Pro

    Skills you'll gain: Video Editing, Photo/Video Production and Technology, Post-Production, Editing, Motion Graphics, Video Production, Knowledge of Apple Software, Data Import/Export, Graphic and Visual Design, File Management, Storytelling, Content Creation, Apple software proficiency

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced Agile Practices and Continuous Improvement

    Skills you'll gain: Sprint Retrospectives, Agile Project Management, Emotional Intelligence, Team Management, Team Performance Management, Agile Methodology, Agile Software Development, Team Leadership, Organizational Leadership, Initiative and Leadership, Employee Coaching, Team Building, Sprint Planning, Project Estimation, Continuous Improvement Process, Project Planning, CI/CD, Estimation, Risk Management

    4.9
    Rating, 4.9 out of 5 stars
    ·
    8 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of the Arts London

    Creative AI: Text and Transformations

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, Prompt Patterns, Prompt Engineering Tools, AI powered creativity, ChatGPT, LLM Application, AI literacy, Generative Model Architectures, Embeddings, Artificial Intelligence, Machine Learning Methods, Responsible AI, Natural Language Processing, Data Ethics, Artificial Neural Networks, Recurrent Neural Networks (RNNs)

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    S

    STARWEAVER

    AI-Driven HR Strategy, Operations, and Regulatory Compliance

    Skills you'll gain: Data Ethics, Workforce Planning, Human Resources, Human Resource Strategy, Employee Engagement, Human Resources Management and Planning, Labor Compliance, Regulatory Compliance, Compliance Reporting, People Analytics, Compliance Management, Human Resource Policies, Recruitment Strategies, ChatGPT, Workforce Development, Full Cycle Recruitment, Employee Retention, Recruitment, Governance, Ethical Standards And Conduct

    Intermediate · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Navigating Ethics in the Healthcare Workplace & Marketplace

    Skills you'll gain: Healthcare Ethics, Clinical Research Ethics, Electronic Medical Record, Medical Privacy, Business Ethics, Informed Consent, Hospice, Health Care Procedure and Regulation, Medical Records, Ethical Standards And Conduct, Health Information Management, Health Care, Clinical Trials, Governance, Institutional Review Board (IRB), Marketing Management, Law, Regulation, and Compliance, Decision Making, Analysis, Critical Thinking

    Beginner · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Intro to Managing Ethics in the Workplace & Marketplace

    Skills you'll gain: Healthcare Ethics, Business Ethics, Ethical Standards And Conduct, Health Care Administration, Patient Safety, Decision Making, Risk Management, Critical Thinking, Conflict Management, Organizational Strategy, Analysis

    Beginner · Course · 1 - 4 Weeks

1…753754755…834

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

  • Document AI: Project & API Writing: Coursera
  • Copilot Power Apps for Beginners: Create an Expense Tracker: Coursera
  • Secure AI Model Deployments & Lifecycles: Coursera
  • Building Your First Multi-Agent AI System with CrewAI: Edureka
  • Networking, Mobile Devices, Virtualization & Security: Packt
  • Try RRI! A guide for Responsible Research and Innovation: University of Amsterdam
  • YouTube Video Editing in FCPX - From beginner to Pro: Skillshare
  • Advanced Agile Practices and Continuous Improvement: Packt
  • Creative AI: Text and Transformations: University of the Arts London
  • AI-Driven HR Strategy, Operations, and Regulatory Compliance: STARWEAVER

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
  • Cookies Preference Center
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