• 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

    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

    Category: Preview
    Preview
  • U

    University of Maryland, College Park

    Storytelling That Delivers Program and Project Outcomes

    Skills you'll gain: User Story, Negotiation, Data Presentation, Product Requirements, Risk Management, Professional Development, Drive Engagement

    ★ 4.6 (11) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • S

    Skillshare

    Hone Your Style: Discover and Develop Your Editing Style

    Skills you'll gain: Video Editing, Style Guides, Editing, Post-Production, Visual Storytelling, Videography, Creativity, Aesthetics

    Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • P

    Packt

    Cisco Packet Tracer Labs – Build Secure Networks

    Skills you'll gain: Virtual Local Area Network (VLAN), Network Planning And Design, Network Troubleshooting, Internet Of Things, Network Architecture, Network Security, Network Engineering, Network Protocols, Virtual Private Networks (VPN), Network Administration, Computer Networking, Routing Protocols, System Configuration, Network Monitoring, Local Area Networks, Networking Hardware, Network Infrastructure, Network Routers, General Networking, Network Switches

    Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • P

    Pearson

    Certified Kubernetes Administrator (CKA): Unit 4

    Skills you'll gain: Kubernetes, Data Storage, Cloud-Native Computing, YAML, Data Storage Technologies, Data Persistence, Data Management, Configuration Management, Command-Line Interface

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of Glasgow

    Generative AI for Data Science

    Skills you'll gain: Responsible AI, Generative AI, Generative Model Architectures, AI literacy, Risking, AI Integrations, Data Ethics, ChatGPT, Risk Management Framework, Data Science, LLM Application, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Data Security, Statistical Methods

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • R

    Real Madrid Graduate School Universidad Europea

    IA y Salud en Fútbol: Futuras Perspectivas, Transformaciones

    Skills you'll gain: Sports Medicine, AI Personalization, Data Ethics, Responsible AI, Rehabilitation, Precision Medicine, Athletic Training, Injury Prevention, Augmented and Virtual Reality (AR/VR), Artificial Intelligence, Health Systems, Exercise Science, Health Technology, Healthcare Ethics, Emerging Technologies, Real Time Data, Machine Learning, Human Machine Interfaces, Predictive Modeling, Risk Management

    Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • F

    Fred Hutchinson Cancer Center

    Avoiding AI Harm

    Skills you'll gain: Responsible AI, ChatGPT, Data Ethics, Generative AI, AI literacy, Social Justice, Artificial Intelligence, Ethical Standards And Conduct, Model Evaluation, Social Impact, Informed Consent, Verification And Validation, Case Studies, Mitigation, Algorithms, Data Science

    ★ 4.9 (12) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Essential Guide to LLMOps

    Skills you'll gain: LLM Application, MLOps (Machine Learning Operations), Large Language Modeling, Data Processing, Model Deployment, AI Workflows, Responsible AI, Model Optimization, Generative AI, Scalability, Artificial Intelligence and Machine Learning (AI/ML), System Monitoring, Model Evaluation, Continuous Monitoring, Artificial Intelligence

    Advanced · Course · 1 - 3 Months

  • P

    Packt

    Unity 2022 in 3D: First Person Shooters and Game AI

    Skills you'll gain: Unity Engine, 3D Assets, Game Design, Video Game Development, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning Methods, Computer Graphic Techniques, Generative AI, Machine Learning, Object Oriented Design, C# (Programming Language)

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • C

    Coursera

    Conducting Exploratory Data Analysis

    Skills you'll gain: Matplotlib, Seaborn, Exploratory Data Analysis, Data Visualization, Pandas (Python Package), Plot (Graphics), Statistical Visualization, Data Visualization Software, Analysis, Data Analysis, Statistical Analysis, Python Programming

    ★ 4.3 (6) · Intermediate · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Apply Chef to Automate Cloud Infrastructure Projects

    Skills you'll gain: Apache, Cloud Management, Full-Stack Web Development, Ruby (Programming Language), Software Installation

    Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
1…756757758…834

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

  • AI-Driven HR Strategy, Operations, and Regulatory Compliance: STARWEAVER
  • Storytelling That Delivers Program and Project Outcomes: University of Maryland, College Park
  • Hone Your Style: Discover and Develop Your Editing Style: Skillshare
  • Cisco Packet Tracer Labs – Build Secure Networks: Packt
  • Certified Kubernetes Administrator (CKA): Unit 4: Pearson
  • Generative AI for Data Science: University of Glasgow
  • IA y Salud en Fútbol: Futuras Perspectivas, Transformaciones: Real Madrid Graduate School Universidad Europea
  • Avoiding AI Harm: Fred Hutchinson Cancer Center
  • Essential Guide to LLMOps: Packt
  • Unity 2022 in 3D: First Person Shooters and Game AI: Packt

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