• 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: Preview
    Preview
    S

    Scrimba

    Build a Support Agent with Vercel AI SDK

    Skills you'll gain: OpenAI API, AI Integrations, Agentic Workflows, LLM Application, Vector Databases, Generative AI Agents, Tool Calling, Embeddings, Retrieval-Augmented Generation, Prompt Patterns, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Prompt Engineering, Agentic systems, Large Language Modeling, TypeScript, Responsible AI, Software Development, Real Time Data, Software Design Patterns

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Data Structures Algorithms in Java – SECRETS to Ace LeetCode

    Skills you'll gain: Data Structures, Object Oriented Programming (OOP), Java Programming, Object Oriented Design, Computational Thinking, Algorithms, Debugging, Java, Applied Mathematics, Programming Principles, Computer Programming, Theoretical Computer Science, Numerical Analysis, File I/O, Program Development, Mathematical Theory & Analysis, Pseudocode, Software Installation, Software Architecture, Integrated Development Environments

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Deploy & Evaluate Vision Models Effectively

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Performance Metric, Performance Measurement, Failure Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    G

    Google Cloud

    Encoder-Decoder Architecture - Bahasa Indonesia

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Training, Generative Model Architectures, Generative AI, Natural Language Processing, Machine Learning Methods

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Simplilearn

    Scrum Roles Events and Artifacts Training

    Skills you'll gain: Backlogs, Scrum (Software Development), Sprint Retrospectives, Sprint Planning, Agile Software Development, Agile Methodology, Agile Project Management, Agile Product Development, Product Requirements, Product Management, Meeting Facilitation, Quality Assurance, Communication

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Microsoft Azure for ASP.NET Core

    Skills you'll gain: Microsoft Azure, Serverless Computing, Azure Active Directory, Cloud Hosting, ASP.NET, Virtual Machines, Windows PowerShell, Cloud Computing, Cloud Services, OAuth, Cloud Solutions, .NET Framework, Virtualization and Virtual Machines, Microsoft Development Tools, Data Store, Authentications, Data Storage Technologies, Database Administration, Cloud Deployment, Cloud Storage

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Service Accounts and Roles: Fundamentals

    Skills you'll gain: Virtual Machines, Data Access, User Accounts, Google Cloud Platform, Virtualization and Virtual Machines, Cloud Computing, Cloud API, Cloud Management, Public Cloud, Query Languages, Cloud Platforms

    Beginner · Project · Less Than 2 Hours

  • Status: Preview
    Preview
    M

    Michigan State University

    Interdisciplinarity in Thought and Practice

    Skills you'll gain: Video Editing, Creative Thinking, Multimedia, Visual Storytelling, Post-Production, Photo/Video Production and Technology, Active Listening, Creative Problem-Solving, Literacy, Music, Storytelling, Critical Thinking, Aesthetics, Graphic and Visual Design Software, Design Elements And Principles, Communication Strategies, Communication

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    G

    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - 한국어

    Skills you'll gain: Tensorflow, Model Deployment, Keras (Neural Network Library), Google Cloud Platform, Model Training, Cloud Deployment, Deep Learning, Data Preprocessing, Machine Learning Methods, Artificial Neural Networks, Data Pipelines, Application Programming Interface (API)

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Google Cloud SDK: Qwik Start - Redhat/Centos

    Skills you'll gain: Command-Line Interface, Google Cloud Platform, Cloud Management, Linux Commands, Cloud Storage, Red Hat Enterprise Linux, Virtual Machines, Software Installation

    Beginner · Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    A

    Arizona State University

    Professional Skills: Negotiation

    Skills you'll gain: Negotiation, Conflict Management, Collaboration, Communication, Problem Solving, Decision Making, Emotional Intelligence, Planning, Self-Awareness

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    A

    Alex Genadinik

    How To Create A Local Business Website With AI Vibe Coding

    Skills you'll gain: No-Code Development, Vibe coding, Application Deployment, Web Design and Development, LLM Application, Web Design, Prompt Engineering Tools, Cloud Hosting, Prompt Engineering, Blogs

    Mixed · Course · 1 - 3 Months

1…783784785…834

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

  • Build a Support Agent with Vercel AI SDK: Scrimba
  • Data Structures Algorithms in Java – SECRETS to Ace LeetCode: Packt
  • Deploy & Evaluate Vision Models Effectively: Coursera
  • Encoder-Decoder Architecture - Bahasa Indonesia: Google Cloud
  • Scrum Roles Events and Artifacts Training: Simplilearn
  • Microsoft Azure for ASP.NET Core: Packt
  • Service Accounts and Roles: Fundamentals: Google Cloud
  • Interdisciplinarity in Thought and Practice: Michigan State University
  • Build, Train and Deploy ML Models with Keras on Google Cloud - 한국어: Google Cloud
  • Google Cloud SDK: Qwik Start - Redhat/Centos: Google Cloud

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