• 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


  • U

    Universidad Nacional Autónoma de México

    Simulación en ciencias de la salud

    Skills you'll gain: Clinical Practices, Patient Evaluation, Medical Devices, Virtual Environment, Learning Theory, Clinical Assessment, Constructive Feedback, Decision Making, Patient Treatment, Medical Equipment and Technology, Instructional Design, Interactive Learning, Patient Communication, Learning Strategies

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    61 reviews

    Beginner Ā· Course Ā· 1 - 3 Months

  • S

    Siemens

    Introduction to Digital Transformation

    Skills you'll gain: Digital Transformation, Product Lifecycle Management, Business Technologies, Automation, Internet Of Things, Technology Strategies, Product Design, Emerging Technologies, Wireless Networks, Business Strategy, Augmented and Virtual Reality (AR/VR), Cloud Computing, Artificial Intelligence

    4.6
    Rating, 4.6 out of 5 stars
    Ā·
    111 reviews

    Beginner Ā· Course Ā· 1 - 3 Months

  • U

    University of Colorado Boulder

    Unsupervised Text Classification for Marketing Analytics

    Skills you'll gain: Unsupervised Learning, Unstructured Data, Marketing Analytics, Text Mining, Deep Learning, Model Evaluation, Machine Learning, JSON, Data Processing, Natural Language Processing, Data Preprocessing, Exploratory Data Analysis, Python Programming

    Build toward a degree

    Intermediate Ā· Course Ā· 1 - 3 Months

  • L

    L&T EduTech

    Digital Technology in Manufacturing

    Skills you'll gain: Product Lifecycle Management, Embedded Systems, Manufacturing and Production, Robotic Process Automation, Manufacturing Processes, Control Systems, Computer-Aided Design, Programmable Logic Controllers, Automation, Internet Of Things, Production Process, Robotics, Digital Transformation, Engineering Analysis, C (Programming Language), Enterprise Resource Planning, Industrial Engineering, Supply Chain Management, Geometric Dimensioning And Tolerancing, Simulation and Simulation Software

    4.6
    Rating, 4.6 out of 5 stars
    Ā·
    29 reviews

    Intermediate Ā· Specialization Ā· 1 - 3 Months

  • G

    Google Cloud

    Vertex AI Search for Retail

    Skills you'll gain: Google Cloud Platform, Dataflow, Big Data, Data Pipelines, Serverless Computing, Data Migration, Data Lakes, Apache Hadoop, Identity and Access Management, Data Storage, Tensorflow, Cloud Storage, Data Infrastructure, AI Personalization, Advanced Analytics, AI Enablement, Scalability, Data Integration, Data Integrity, Data Processing

    4
    Rating, 4 out of 5 stars
    Ā·
    132 reviews

    Beginner Ā· Specialization Ā· 3 - 6 Months

  • U

    University of Colorado Boulder

    William Shakespeare's Twelfth Night: Comedy, Conflict, and Community

    Skills you'll gain: Performing Arts, Liberal Arts, Storytelling, Creativity, Community Outreach, Community and Social Work, European History

    4.6
    Rating, 4.6 out of 5 stars
    Ā·
    31 reviews

    Beginner Ā· Course Ā· 1 - 3 Months

  • L

    LearnQuest

    CompTIA Exam Prep

    Skills you'll gain: Network Troubleshooting, Hardware Troubleshooting, Network Administration, Desktop Support, Technical Support and Services, System Support, Technical Support, Help Desk Support, Cloud Services, Security Management, Computer Security Incident Management, Operating Systems, Microsoft Windows, Computer Hardware

    3.3
    Rating, 3.3 out of 5 stars
    Ā·
    109 reviews

    Beginner Ā· Course Ā· 1 - 3 Months

  • I

    Icahn School of Medicine at Mount Sinai

    Voice Disorders: What Patients and Professionals Need to Know

    Skills you'll gain: Speech Language Pathology, Patient Evaluation, Patient Treatment, Physiology, Clinical Assessment, Surgery, Anatomy

    4.9
    Rating, 4.9 out of 5 stars
    Ā·
    218 reviews

    Intermediate Ā· Course Ā· 1 - 3 Months

  • D

    Duke University

    Data Engineering with Rust

    Skills you'll gain: Data Pipelines, Rust (Programming Language), Restful API, Amazon Web Services, Cloud API, Data Structures, Data Processing, Application Programming Interface (API), Cloud Applications, Real Time Data, Data Manipulation, System Programming, Cryptography, Encryption, Python Programming, Command-Line Interface, Software Testing

    3.5
    Rating, 3.5 out of 5 stars
    Ā·
    65 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • C

    Coursera

    Customer Service with Python: Build a Chatbot using ChatGPT

    Skills you'll gain: ChatGPT, OpenAI API, LLM Application, Prompt Engineering, Customer Service, Customer Support, Application Programming Interface (API), User Flows, Test Case, Python Programming, Development Environment, Debugging

    4.2
    Rating, 4.2 out of 5 stars
    Ā·
    27 reviews

    Intermediate Ā· Guided Project Ā· Less Than 2 Hours

  • M

    Microsoft

    Preparing for the AZ-900 Microsoft Azure Fundamentals Exam

    Skills you'll gain: Microsoft Azure, Cloud Services, Cloud Platforms, Cloud Computing, Cloud Storage, Cloud Security, Network Security, Identity and Access Management, Virtual Networking

    5
    Rating, 5 out of 5 stars
    Ā·
    52 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Sustainability and the Circular Economy

    Skills you'll gain: Sustainable Development, Sustainable Engineering, Sustainable Technologies, Sustainable Business, Organizational Leadership, Corporate Sustainability, Business Leadership, Initiative and Leadership, Environment, Architectural Design, Climate Change Adaptation, Building Design, Climate Change Mitigation, Environmental Science, Energy and Utilities, Economics

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    163 reviews

    Intermediate Ā· Course Ā· 1 - 3 Months

1…289290291…680

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

  • Simulación en ciencias de la salud:Ā Universidad Nacional Autónoma de MĆ©xico
  • Introduction to Digital Transformation:Ā Siemens
  • Unsupervised Text Classification for Marketing Analytics:Ā University of Colorado Boulder
  • Digital Technology in Manufacturing:Ā L&T EduTech
  • Vertex AI Search for Retail:Ā Google Cloud
  • William Shakespeare's Twelfth Night: Comedy, Conflict, and Community:Ā University of Colorado Boulder
  • CompTIA Exam Prep:Ā LearnQuest
  • Voice Disorders: What Patients and Professionals Need to Know:Ā Icahn School of Medicine at Mount Sinai
  • Data Engineering with Rust:Ā Duke University
  • Customer Service with Python: Build a Chatbot using ChatGPT:Ā 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
  • Free IT Certifications and Courses
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrackĀ® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact
  • Free Courses
  • Share your Coursera learning story

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
Ā© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok