• 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

    Scrimba

    Learn Firebase

    Skills you'll gain: User Accounts, Real Time Data, Authentications, Frontend Integration, Cloud Applications, Application Development, Serverless Computing, Application Security, Web Applications, Data Management, Data Storage, Cloud Security

    4.5
    Rating, 4.5 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Doing Business in Latin America

    Skills you'll gain: Sustainable Business, Innovation, Economic Development, Environmental Social And Corporate Governance (ESG), Business Strategy, Global Marketing, International Finance, Corporate Strategy, Entrepreneurship, Business Development, Competitive Analysis, Natural Resource Management, Growth Strategies, Economics, Problem Solving, Critical Thinking

    4.8
    Rating, 4.8 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Hacking WEP/WPA/WPA2 Wi-Fi Networks Using Kali Linux

    Skills you'll gain: Brute-force attacks, General Networking, Network Security, Penetration Testing, Wireless Networks, Exploitation techniques, Intrusion Detection and Prevention, Linux, Vulnerability Scanning, Linux Commands, Encryption, Network Analysis, Command-Line Interface, Virtual Machines

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Python: Implement & Evaluate Random Forests for ML

    Skills you'll gain: Model Evaluation, Supervised Learning, Data Preprocessing, Random Forest Algorithm, Applied Machine Learning, Decision Tree Learning, Feature Engineering, Machine Learning Algorithms, Classification Algorithms, Predictive Modeling, Data Analysis, Python Programming

    Mixed · Course · 1 - 4 Weeks

  • E

    Edureka

    Generative AI for Workflow Automation

    Skills you'll gain: Generative AI Agents, Business Process Automation, Generative AI, AI Workflows, Automation, OpenAI, Multimodal Prompts, Slack (Software), AI Personalization, Human Resources, Performance Metric, Key Performance Indicators (KPIs), Real Time Data, Google Sheets, Application Programming Interface (API), Scalability

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Leeds

    Leadership and Change Management for Sustainability Success

    Skills you'll gain: Change Management, Strategic Leadership, Organizational Change, Business Leadership, Leadership, Influencing, Corporate Sustainability, Sustainable Business, Environmental Social And Corporate Governance (ESG), Business Ethics, Adaptability, Communication, Employee Engagement

    4.6
    Rating, 4.6 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 4 Weeks

  • L

    LearnKartS

    Git Fundamentals

    Skills you'll gain: Git (Version Control System), GitHub, Version Control, Software Versioning, Software Configuration Management, Collaborative Software, Software Development, Code Review, Linux, Open Source Technology, Command-Line Interface

    4.1
    Rating, 4.1 out of 5 stars
    ·
    20 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Agentic AI Protocols (MCP, A2A, ACP)

    Intermediate · Course · 1 - 4 Weeks

  • I

    ISC2

    ISC2 Essentials of Cloud Certificate

    Skills you'll gain: Cloud Computing Architecture, Cloud Security, Cloud Computing, Zero Trust Network Access, Business Continuity, Continuous Monitoring, Hybrid Cloud Computing, Cloud Services, Resource Allocation, Security Management, Data Management, Disaster Recovery, Infrastructure As A Service (IaaS), Risk Mitigation, Virtualization, Security Strategy, Cloud Deployment, Risk Management, Service Level Agreement, Containerization

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    OpenAI: Consistent Response Strategies

    Skills you'll gain: Prompt Engineering, OpenAI, Large Language Modeling, ChatGPT, LLM Application, Generative AI, Technical Communication, AI Personalization, Context Management, Transfer Learning, Sampling (Statistics)

    4.8
    Rating, 4.8 out of 5 stars
    ·
    14 reviews

    Intermediate · Course · 1 - 4 Weeks

  • T

    The University of Sydney

    مهارات التفكير النقدي لتحقيق النجاح في الجامعة

    Skills you'll gain: Critical Thinking, Research, Ethical Standards And Conduct, Analytical Skills, Lifelong Learning, Independent Thinking, Writing, Learning Strategies, Problem Solving, Self-Awareness, Communication

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Implementando modelo Computer Vision en Amazon Sagemaker

    Skills you'll gain: Model Deployment, Amazon Web Services, Cloud Deployment, Computer Vision, Cloud Computing, Application Deployment, Machine Learning

    Beginner · Guided Project · Less Than 2 Hours

1…511512513…681

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

  • Learn Firebase: Scrimba
  • Doing Business in Latin America: Universidad de los Andes
  • Hacking WEP/WPA/WPA2 Wi-Fi Networks Using Kali Linux: Packt
  • Python: Implement & Evaluate Random Forests for ML: EDUCBA
  • Generative AI for Workflow Automation: Edureka
  • Leadership and Change Management for Sustainability Success: University of Leeds
  • Git Fundamentals: LearnKartS
  • Agentic AI Protocols (MCP, A2A, ACP): Coursera
  • ISC2 Essentials of Cloud Certificate: ISC2
  • OpenAI: Consistent Response Strategies: 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
  • 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