• 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


  • Status: Free
    Free
    D

    DeepLearning.AI

    LangChain Chat with Your Data

    Skills you'll gain: Retrieval-Augmented Generation, LangChain, LLM Application, ChatGPT, Large Language Modeling, Embeddings, Data Processing, Data Import/Export, Vector Databases, Prompt Engineering, Document Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    657 reviews

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Essentials with Azure Fundamentals

    Skills you'll gain: Microsoft Azure, Cloud Management, Cloud Computing, Cloud Infrastructure, Infrastructure As A Service (IaaS), Cloud Platforms, Infrastructure as Code (IaC), Virtual Machines, System Monitoring, Cloud Security, Scalability

    4.5
    Rating, 4.5 out of 5 stars
    ·
    95 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    SEL for Students: A Path to Social Emotional Well-Being

    Skills you'll gain: Program Evaluation, School Psychology, Higher Education, Education and Training, Child Development, Curriculum Planning, Goal Setting, Self-Awareness, Emotional Intelligence, Pedagogy, Social Skills, Empathy

    4.8
    Rating, 4.8 out of 5 stars
    ·
    321 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Cape Town

    Innovative Finance: Hacking finance to change the world

    Skills you'll gain: Design Thinking, Social Impact, Financial Inclusion, Risk Management, Business Modeling, Sustainable Development, Innovation, Performance Measurement, Resource Management, Stakeholder Engagement, Strategic Partnership, Fundraising, Entrepreneurial Finance, Finance, Due Diligence, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    153 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    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

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Python Project: Software Engineering and Image Manipulation

    Skills you'll gain: Unified Modeling Language, Software Design, Image Analysis, Python Programming, Jupyter, Software Engineering, Application Programming Interface (API), Object Oriented Programming (OOP), Computer Vision, Integrated Development Environments, Computer Programming

    4.2
    Rating, 4.2 out of 5 stars
    ·
    1.5K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Introduction to Program Management

    Skills you'll gain: Program Management, Project Management Office (PMO), Project Management Life Cycle, Project Management, Stakeholder Management, Project Management Institute (PMI) Methodology, Organizational Strategy, Product Management, Team Management, Agile Project Management, Leadership, Business Strategy, Change Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    111 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    AI for Business: Generation & Prediction

    Skills you'll gain: Responsible AI, AI Enablement, Generative AI, Artificial Intelligence, Financial Forecasting, Artificial Intelligence and Machine Learning (AI/ML), Business Ethics, Business Transformation, Prompt Engineering, Digital Transformation, Data-Driven Decision-Making, Content Creation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    116 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    N

    National Taiwan University

    莊子─人情 (Zhuangzi─Between People)

    Skills you'll gain: Emotional Intelligence, Personal Development, Liberal Arts, Resilience, Self-Awareness, Cognitive flexibility, Relationship Building, Lifelong Learning, Open Mindset, Mindfulness, Adaptability, Curiosity, Stress Management

    5
    Rating, 5 out of 5 stars
    ·
    47 reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Introduction to Generative AI - Deutsch

    Skills you'll gain: Generative AI, Google Gemini, Prompt Engineering Tools, Artificial Intelligence, Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Blockchain Business Models

    Skills you'll gain: Blockchain, FinTech, Emerging Technologies, Cryptography, Regulatory Compliance, Technology Strategies, Commercial Banking, Payment Systems, Data Integrity, Digital Assets, Financial Services, Business Modeling, Innovation, Distributed Computing, Scalability

    4.7
    Rating, 4.7 out of 5 stars
    ·
    388 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    S

    Starweaver

    Introduction to Automotive Embedded Systems

    Skills you'll gain: Embedded Systems, Electronic Systems, Cybersecurity, Automation, Electronics, Sustainable Technologies, Control Systems, Internet Of Things, Software Development, Real-Time Operating Systems, Systems Integration, Artificial Intelligence

    4.5
    Rating, 4.5 out of 5 stars
    ·
    41 reviews

    Beginner · Course · 1 - 4 Weeks

1…276277278…583

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

  • LangChain Chat with Your Data: DeepLearning.AI
  • Essentials with Azure Fundamentals: Microsoft
  • SEL for Students: A Path to Social Emotional Well-Being: University of Colorado Boulder
  • Innovative Finance: Hacking finance to change the world : University of Cape Town
  • Python: Implement & Evaluate Random Forests for ML: EDUCBA
  • Python Project: Software Engineering and Image Manipulation: University of Michigan
  • Introduction to Program Management: IBM
  • AI for Business: Generation & Prediction: Coursera
  • 莊子─人情 (Zhuangzi─Between People): National Taiwan University
  • Introduction to Generative AI - Deutsch: 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

  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • English Speaking
  • Generative AI (GenAI)
  • Microsoft Excel
  • Microsoft Power BI
  • Project Management
  • Python

Certificates & Programs

  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM Data Analyst Certificate
  • IBM Data Science Certificate
  • Machine Learning Certificate
  • Microsoft Power BI Data Analyst Certificate
  • UI / UX Design Certificate

Industries & Careers

  • Business
  • Computer Science
  • Data Science
  • Education & Teaching
  • Engineering
  • Finance
  • Healthcare
  • Human Resources (HR)
  • Information Technology (IT)
  • Marketing

Career Resources

  • Career Aptitude Test
  • Examples of Strengths and Weaknesses for Job Interviews
  • High-Income Skills to Learn
  • How Does Cryptocurrency Work?
  • How to Highlight Duplicates in Google Sheets
  • How to Learn Artificial Intelligence
  • Popular Cybersecurity Certifications
  • Preparing for the PMP Certification
  • Signs You Will Get the Job After an Interview
  • What Is Artificial Intelligence?

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
  • Cookies Preference Center
Learn Anywhere
Download on the App Store
Get it on Google Play
Logo of Certified B Corporation
© 2025 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok