• 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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


  • G

    Google Cloud

    使用 BigQuery 机器学习推理功能

    Skills you'll gain: Big Data, Data Analysis, Applied Machine Learning, Google Cloud Platform, Machine Learning, SQL

    Beginner · Course · 1 - 4 Weeks

  • I

    Institut Mines-Télécom

    Traitement d'images : segmentation et caractérisation

    Skills you'll gain: Image Analysis, Computer Vision, Image Quality, Data Processing, Digital Signal Processing, Data Analysis, Computer Programming, Medical Imaging, Python Programming, Histogram, Algorithms

    Intermediate · Course · 1 - 3 Months

  • O

    O.P. Jindal Global University

    Prescriptive Analytics

    Skills you'll gain: Machine Learning Methods, Network Model, Operations Research, Mathematical Modeling, Microsoft Excel, Business Analytics, Analytics, Analytical Skills, Operational Analysis, Business Mathematics, Data-Driven Decision-Making, Process Optimization, Applied Mathematics, Statistical Methods, Team Building, Analysis, Model Evaluation, Case Studies

    Build toward a degree

    Beginner · Course · 3 - 6 Months

  • J

    Johns Hopkins University

    Introduction to Intrusion Detection Systems (IDS)

    Skills you'll gain: Intrusion Detection and Prevention, Threat Detection, Endpoint Detection and Response, Distributed Denial-Of-Service (DDoS) Attacks, Threat Management, Anomaly Detection, Continuous Monitoring, System Monitoring, Virtual Machines, Network Security, Event Monitoring, Network Monitoring, Network Analysis

    Intermediate · Course · 1 - 3 Months

  • B

    Board Infinity

    Ajax Basics

    Skills you'll gain: Ajax, jQuery, JSON, Extensible Markup Language (XML), Web Applications, Javascript, Web Services, Event-Driven Programming, HTML and CSS

    3.9
    Rating, 3.9 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    End User Security Awareness

    Skills you'll gain: Malware Protection, Computer Security Awareness Training, Cybersecurity, Security Awareness, Data Security, Network Security, Human Factors (Security), Personally Identifiable Information, Email Security, Wireless Networks, User Accounts

    Beginner · Course · 1 - 4 Weeks

  • P

    Pearson

    Data Science Fundamentals Part 2: Unit 3

    Skills you'll gain: Predictive Modeling, Model Evaluation, Regression Analysis, Scikit Learn (Machine Learning Library), Probability & Statistics, Statistical Inference, Business Analytics, Data Analysis, Statistical Analysis, Probability Distribution, Estimation, Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • C

    Columbia University

    University Studies for Student Veterans

    Skills you'll gain: Literacy, Time Management, Learning Strategies, Student Support and Services, Writing, Growth Mindedness, Higher Education, Organizational Skills, Critical Thinking, Adaptability

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Rust for Beginners: Building Target Proximity Game

    Skills you'll gain: Video Game Development, Game Design, Rust (Programming Language), Algorithms, Application Programming Interface (API), Programming Principles, Application Design, Data Structures, Software Development, Development Testing

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    Microsoft Cybersecurity Architect - SC-100 Exam Prep

    Skills you'll gain: Cyber Threat Intelligence, Threat Management, Threat Modeling, Zero Trust Network Access, DevSecOps, Identity and Access Management, Application Security, Cybersecurity, Data Security, Microsoft Azure, Security Strategy, IT Security Architecture, Cloud Security, Network Security

    Advanced · Course · 1 - 3 Months

  • A

    Automatic Data Processing, Inc. (ADP)

    Building Confidence in the Future

    Skills you'll gain: Visionary, Drive Engagement, Value Propositions, Team Leadership, Company, Product, and Service Knowledge, Storytelling, Strategic Leadership, Team Management, Communication Planning, Organizational Leadership, Leadership, Open Mindset, Professional Development, Mindfulness

    Beginner · Course · 1 - 4 Weeks

  • P

    Pearson

    Cisco Certified Support Technician IT Support 100-140 Unit 7

    Skills you'll gain: Cloud Services, Cloud Platforms, Productivity Software, Cloud Computing, Google Workspace, Virtualization and Virtual Machines, Desktop Support, Cloud Applications, Business Technologies, Technical Support and Services, Microsoft 365, Technical Support, End User Training and Support, Servers, Help Desk Support, Virtual Machines, Network Troubleshooting, Microsoft Teams, Amazon Elastic Compute Cloud, Customer Inquiries

    Beginner · Course · 1 - 4 Weeks

1…565566567…676

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

  • 使用 BigQuery 机器学习推理功能: Google Cloud
  • Traitement d'images : segmentation et caractérisation: Institut Mines-Télécom
  • Prescriptive Analytics: O.P. Jindal Global University
  • Introduction to Intrusion Detection Systems (IDS): Johns Hopkins University
  • Ajax Basics: Board Infinity
  • End User Security Awareness: Packt
  • Data Science Fundamentals Part 2: Unit 3: Pearson
  • University Studies for Student Veterans: Columbia University
  • Rust for Beginners: Building Target Proximity Game: Coursera
  • Microsoft Cybersecurity Architect - SC-100 Exam Prep: 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
  • 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
  • MasterTrack® 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
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok