• 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


  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    Trustworthy Generative AI

    Skills you'll gain: Prompt Engineering, Prompt Patterns, AI powered creativity, ChatGPT, Ideation, Verification And Validation, Responsible AI, Generative AI, Risking, AI literacy

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.1K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    US GAAP Accounting & Financial Reporting Mastery

    Skills you'll gain: Generally Accepted Accounting Principles (GAAP), Financial Reporting, Financial Statements, Revenue Recognition, Financial Statement Analysis, Non-Profit Accounting, Technical Accounting, Balance Sheet, Fund Accounting, Income Statement, Cash Flows, Expense Management, Mergers & Acquisitions, Contract Accounting, Financial Accounting, Standard Accounting Practices, Inventory Accounting, Intercompany Accounting, Financial Data, Accounting

    4.7
    Rating, 4.7 out of 5 stars
    ·
    61 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Introduction to AI for Cybersecurity

    Skills you'll gain: AI Security, Cybersecurity, Cyber Attacks, Fraud detection, Classification Algorithms, Email Security, Threat Detection, Jupyter, Authentications, Machine Learning Algorithms, Artificial Intelligence, Applied Machine Learning, Machine Learning, Supervised Learning

    4.2
    Rating, 4.2 out of 5 stars
    ·
    103 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Statistics with Python

    Skills you'll gain: Statistical Hypothesis Testing, Sampling (Statistics), Statistical Modeling, Statistical Methods, Statistical Inference, Statistics, Bayesian Statistics, Data Visualization, Plot (Graphics), Data Literacy, Scientific Visualization, Matplotlib, Statistical Visualization, Statistical Software, Probability & Statistics, Model Evaluation, Data-Driven Decision-Making, Statistical Analysis, Jupyter, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    3.4K reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
    New
    K

    KodeKloud

    Azure Administrator: Identity, Governance, and Management

    Skills you'll gain: Cloud Management, Infrastructure as Code (IaC), Azure Active Directory, Microsoft Azure, Identity and Access Management, Role-Based Access Control (RBAC), Active Directory, Enterprise Architecture, User Provisioning, IT Management, User Accounts, Authorization (Computing), Cloud Deployment, Authentications, Self Service Technologies

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    F

    Fractal Analytics

    Introduction to Vertex AI

    Skills you'll gain: MLOps (Machine Learning Operations), Generative Model Architectures, Applied Machine Learning, Generative AI, Model Deployment, Google Cloud Platform, Model Training, Artificial Intelligence, Machine Learning, User Interface (UI), Cloud Computing, Complex Problem Solving, Critical Thinking

    4.2
    Rating, 4.2 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    SkillUp

    Fair Lending, Inclusion, and Employment Responsibilities

    Skills you'll gain: Compliance Management, Regulatory Compliance, Compliance Training, Compliance Reporting, Interactive Learning, Labor Compliance, Regulatory Requirements, Business Ethics, Customer Communications Management, Law, Regulation, and Compliance, Workplace inclusivity, Banking Services, Risk Management Framework, Fraud detection, Regulation and Legal Compliance, Risk Management, Community Development, Diversity and Inclusion, Ethical Standards And Conduct, Verbal Communication Skills

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    Agentic AI and AI Agents: A Primer for Leaders

    Skills you'll gain: Retrieval-Augmented Generation, Agentic systems, Agentic Workflows, Generative AI Agents, AI Workflows, Prompt Engineering, ChatGPT, Artificial Intelligence, LLM Application, Prompt Patterns, OpenAI, Generative AI, Context Engineering, Large Language Modeling, AI literacy, Tool Calling, Multimodal Prompts, Strategic Planning, Emerging Technologies, Responsible AI

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.5K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Advanced Algorithms and Complexity

    Skills you'll gain: Algorithms, Network Routing, Network Model, Graph Theory, Advanced Mathematics, Operations Research, Theoretical Computer Science, Network Analysis, Machine Learning Algorithms, Data Structures, Computational Thinking, Linear Algebra, Computer Science, Big Data, Python Programming, Model Optimization

    4.6
    Rating, 4.6 out of 5 stars
    ·
    703 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Preview
    Preview
    T

    The University of Hong Kong

    University Teaching

    Skills you'll gain: Instructional and Curriculum Design, Instructional Design, Curriculum Development, Lesson Planning, Curriculum Planning, Education and Training, Constructive Feedback, Pedagogy, Teaching, Syllabus Development, Course Development, Differentiated Instruction, Instructional Strategies, Student Engagement, Higher Education, Learning Theory, Learning Styles

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.7K reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    M

    Microsoft

    Microsoft Purpose Driven Leadership

    Skills you'll gain: Stakeholder Engagement, Responsible AI, Strategic Leadership, Leadership and Management, Smart Goals, Team Leadership, Key Performance Indicators (KPIs), Goal-Oriented, Strategic Communication, Communication Planning, Power BI, Sustainability Reporting, Decision Making, Environmental Social And Corporate Governance (ESG), Microsoft Copilot, Analytics, Sustainability Standards, Communication Strategies, Decision Tree Learning, Communication

    Advanced · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Developing AI Applications with Python and Flask

    Skills you'll gain: Unit Testing, Flask (Web Framework), Application Deployment, Software Testing, Cloud Applications, Web Applications, AI Integrations, Python Programming, IBM Cloud, Web Development, Artificial Intelligence, Application Lifecycle Management, Integrated Development Environments, Application Programming Interface (API), Programming Principles

    4.4
    Rating, 4.4 out of 5 stars
    ·
    1.4K reviews

    Intermediate · Course · 1 - 4 Weeks

1…186187188…834

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

  • Trustworthy Generative AI: Vanderbilt University
  • US GAAP Accounting & Financial Reporting Mastery: EDUCBA
  • Introduction to AI for Cybersecurity: Johns Hopkins University
  • Statistics with Python: University of Michigan
  • Azure Administrator: Identity, Governance, and Management: KodeKloud
  • Introduction to Vertex AI: Fractal Analytics
  • Fair Lending, Inclusion, and Employment Responsibilities: SkillUp
  • Agentic AI and AI Agents: A Primer for Leaders: Vanderbilt University
  • Advanced Algorithms and Complexity: University of California San Diego
  • University Teaching: The University of Hong Kong

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