• 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


  • A

    American Psychological Association

    The Psychology of Gender and Sexuality

    Skills you'll gain: Diversity Awareness, Sociology, Psychology, Cultural Diversity, Human Development, Social Sciences, Learning Theory, Biology, Research

    4.5
    Rating, 4.5 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 3 - 6 Months

  • U

    University of Michigan

    Uso de Python para Acceder a Datos Web

    Skills you'll gain: Web Scraping, Restful API, Network Protocols, JSON, Extensible Markup Language (XML), TCP/IP, Application Programming Interface (API), Data Import/Export, Hypertext Markup Language (HTML), Data Processing, Python Programming, Software Installation, Development Environment

    4.2
    Rating, 4.2 out of 5 stars
    ·
    12 reviews

    Mixed · Course · 1 - 3 Months

  • S

    Starweaver

    GenAI Data and Analytics Academy

    Skills you'll gain: Prompt Engineering, Generative AI Agents, Retrieval-Augmented Generation, CrewAI, AI Orchestration, Vector Databases, Model Deployment, AI Personalization, Generative AI, Transfer Learning, Kubernetes, Enterprise Application Management, ChatGPT, AI Workflows, Containerization, Agentic systems, MLOps (Machine Learning Operations), Python Programming, System Monitoring, Engineering

    Intermediate · Specialization · 3 - 6 Months

  • M

    Microsoft

    Managing Azure Infrastructure: Storage, Monitoring & Backup

    Skills you'll gain: Patch Management, Microsoft Azure, Disaster Recovery, System Monitoring, Cloud Storage, Data Storage Technologies, Cloud Security, Continuous Monitoring, Role-Based Access Control (RBAC), Virtual Machines, Data Security, Query Languages

    4.6
    Rating, 4.6 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Starweaver

    How to Build an Enterprise AI Strategy

    Skills you'll gain: AI Enablement, Responsible AI, Technology Roadmaps, AI Product Strategy, Business Strategy, Strategic Leadership, Strategic Thinking, Organizational Strategy, Innovation, Organizational Leadership, Scalability, Business Transformation, Business Priorities, Leadership, Artificial Intelligence, Culture Transformation, Return On Investment, Business Metrics, Cross-Functional Collaboration

    3.3
    Rating, 3.3 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of California, Irvine

    Skepticism

    Skills you'll gain: Liberal Arts, Social Justice, Research, Policy Analysis, Science and Research, Ethical Standards And Conduct, Discussion Facilitation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    86 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Politecnico di Milano

    Sustainable Textile Manufacturing

    Skills you'll gain: Sustainable Design, Sustainable Technologies, Sustainable Business, Strategic Sourcing, Manufacturing Processes, Production Process, Digital Transformation, Environment and Resource Management, Supply Chain Management, Case Studies

    4.3
    Rating, 4.3 out of 5 stars
    ·
    41 reviews

    Beginner · Course · 1 - 3 Months

  • A

    Amazon Web Services

    DevOps and AI on AWS: AIOps

    Skills you'll gain: Amazon CloudWatch, DevOps, Devops Tools, Code Review, Amazon Web Services, AI Security, Application Performance Management, Artificial Intelligence and Machine Learning (AI/ML), Anomaly Detection, Continuous Monitoring, System Monitoring, Vulnerability Scanning, Predictive Analytics

    5
    Rating, 5 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • D

    Dell

    Dell Technologies Technical Support Career Introduction

    Skills you'll gain: Professional Development, Technical Support, Lifelong Learning, Desktop Support, Willingness To Learn, Product Support, End User Training and Support, System Support, Help Desk Support, Active Listening, Time Management, Growth Mindedness, Open Mindset, Interpersonal Communications, Teamwork, Relationship Building, Problem Solving, Communication

    4.6
    Rating, 4.6 out of 5 stars
    ·
    24 reviews

    Beginner · Course · 1 - 4 Weeks

  • D

    Duke University

    End to End LLMs with Azure

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Model Deployment, Prompt Patterns, Microsoft Azure, OpenAI API, Large Language Modeling, OpenAI, Application Deployment, Embeddings, Application Programming Interface (API), Scalability

    2.5
    Rating, 2.5 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • T

    The University of Chicago

    Critical Issues in Urban Education

    Skills you'll gain: Education and Training, Teaching, Public History, Higher Education, Social Studies, Common Core Standards, Economics, Policy, and Social Studies, Public Policies, Policy Analysis, Program Evaluation, Political Sciences, Research, Governance, Socioeconomics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    75 reviews

    Mixed · Course · 1 - 3 Months

  • K

    Kotter

    The 4 Core Change Principles

    Skills you'll gain: Organizational Change, Change Management, Business Transformation, Leadership and Management, Organizational Structure, Organizational Leadership, People Management, Industrial and Organizational Psychology, Leadership Development, Leadership, Drive Engagement, Stakeholder Engagement, Diversity and Inclusion, Lifelong Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    22 reviews

    Beginner · Course · 1 - 4 Weeks

1…425426427…682

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

  • The Psychology of Gender and Sexuality: American Psychological Association
  • Uso de Python para Acceder a Datos Web: University of Michigan
  • GenAI Data and Analytics Academy: Starweaver
  • Managing Azure Infrastructure: Storage, Monitoring & Backup: Microsoft
  • How to Build an Enterprise AI Strategy: Starweaver
  • Skepticism: University of California, Irvine
  • Sustainable Textile Manufacturing: Politecnico di Milano
  • DevOps and AI on AWS: AIOps: Amazon Web Services
  • Dell Technologies Technical Support Career Introduction: Dell
  • End to End LLMs with Azure: Duke University

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