• 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

    STARWEAVER

    Generative AI for Creative Professionals: Brief to Delivery

    Skills you'll gain: AI powered creativity, Prompt Engineering, Generative AI, Visual Storytelling, Prompt Engineering Tools, Responsible AI, Photo/Video Production and Technology, AI Orchestration, Media Production, AI Workflows, Multimedia, Video Production, Content Creation, Video Editing, Storyboarding, Creative Thinking, Brand Management, Music

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • I

    IBM

    AI Workflow: Business Priorities and Data Ingestion

    Skills you'll gain: Design Thinking, Market Opportunities, Data Science, Analytical Skills, Process Design, Data Pipelines, Data Validation, Data Processing, Workflow Management, Data Cleansing, Data Quality, Data Collection, Business Priorities, NumPy, Machine Learning, Python Programming

    4.4 stars, 191 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (191) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Structure of Ceramics: Materials Science Fundamentals

    Skills you'll gain: Structural Analysis, Materials science, Semiconductors, Chemical Engineering, Electrical Engineering, Mathematical Modeling, Coordination, Analytical Chemistry, Laboratory Research, Applied Mathematics

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • L

    Lund University

    Sustainable Cities and Communities

    Skills you'll gain: Sustainable Development, Climate Change Adaptation, Sustainable Systems, Land Development, Environmental Issue, Sustainable Technologies, Community Development, Sustainable Design, Sustainable Business, Governance, Economic Development, Socioeconomics, Social Impact, Systems Thinking, Environmental Science, Climate Change Mitigation, Case Studies, Energy and Utilities, Multimedia, Business Modeling

    4.7 stars, 3K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (3K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Pennsylvania

    Fundamentals of Finance

    Skills you'll gain: Finance, Capital Budgeting, Portfolio Management, Equities, Corporate Finance, General Finance, Return On Investment, Financial Analysis, Portfolio Risk, Business Valuation, Financial Market, Securities (Finance), Investment Management, Market Dynamics, Investments, Cash Flows

    4 stars, 1.1K reviews, Beginner, Course, 1 - 3 Months

    ★ 4 (1.1K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    Saïd Business School, University of Oxford

    AI Fundamentals in Financial Services

    Skills you'll gain: Machine Learning Methods, Financial Services, Artificial Intelligence, Responsible AI, FinTech, Financial Data, Banking Services, Decision Intelligence, Financial Regulation, Banking, Fraud detection, Machine Learning, Data Ethics, Natural Language Processing, AI Personalization, Deep Learning, Credit Risk, Case Studies, Algorithms, Data Management

    4.7 stars, 90 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (90) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    Introduction to Agile Development and Scrum

    Skills you'll gain: User Story, Agile Software Development, Scrum (Software Development), Agile Methodology, Kanban Principles, Backlogs, Sprint Retrospectives, Agile Project Management, Agile Product Development, Workflow Management, Sprint Planning, Team Oriented, Team Building, Team Management, Team Performance Management, Lean Methodologies, Performance Metric, Meeting Facilitation, Performance Measurement

    4.8 stars, 2.8K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (2.8K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Microsoft

    Data Analysis and Visualization with Python

    Skills you'll gain: Generative AI, Matplotlib, Data Visualization, Data Literacy, Plotly, Data Ethics, Plot (Graphics), Generative Model Architectures, Scientific Visualization, Data Cleansing, Data Presentation, Interactive Data Visualization, Pandas (Python Package), Data Quality, Exploratory Data Analysis, Generative Adversarial Networks (GANs), Data Manipulation, Model Evaluation, Data Analysis, Machine Learning

    4.3 stars, 122 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.3 (122) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of London

    Introduction to English Common Law

    Skills you'll gain: Court Systems, Case Law, Legal Proceedings, Adjudication, Law, Regulation, and Compliance, Civil Law, Appeals, Political Sciences, Governance

    4.8 stars, 2.1K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (2.1K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Forecasting and Predictive Analytics Methods Pack

    Skills you'll gain: Time Series Analysis and Forecasting, Financial Forecasting, Forecasting, Trend Analysis, Advanced Analytics, Predictive Modeling, Predictive Analytics, Data-Driven Decision-Making, Business Analytics, Supervised Learning, Business Metrics, Market Data, Generative AI, Financial Management, Strategic Decision-Making, Market Intelligence, Statistical Analysis, Model Evaluation, Data Storytelling, Applied Machine Learning

    4.1 stars, 73 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.1 (73) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    Universidad de los Andes

    Introducción a la inteligencia artificial contemporánea

    Skills you'll gain: Artificial Intelligence, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Reinforcement Learning, Computer Vision, Agentic systems, Machine Learning Algorithms, Machine Learning, Semantic Web, AI literacy, Natural Language Processing, Embedded Systems, Responsible AI, Data Ethics, Supervised Learning, Applied Machine Learning, Embedded Software, Algorithms, Ethical Standards And Conduct

    4.6 stars, 323 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (323) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • L

    LearnQuest

    Demand Forecasting Using Time Series

    Skills you'll gain: Time Series Analysis and Forecasting, Demand Planning, Trend Analysis, Data Visualization, Customer Demand Planning, Regression Analysis, Plot (Graphics), Forecasting, Statistical Analysis, Predictive Modeling, Correlation Analysis, Predictive Analytics, Applied Machine Learning, Supply Chain, Supply Chain Management, Data Analysis, Pandas (Python Package), Statistical Modeling, Machine Learning, Python Programming

    3.3 stars, 39 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.3 (39) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…160161162…834

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

  • Generative AI for Creative Professionals: Brief to Delivery: STARWEAVER
  • AI Workflow: Business Priorities and Data Ingestion: IBM
  • Structure of Ceramics: Materials Science Fundamentals: Korea Advanced Institute of Science and Technology(KAIST)
  • Sustainable Cities and Communities: Lund University
  • Fundamentals of Finance: University of Pennsylvania
  • AI Fundamentals in Financial Services: Saïd Business School, University of Oxford
  • Introduction to Agile Development and Scrum: IBM
  • Data Analysis and Visualization with Python: Microsoft
  • Introduction to English Common Law: University of London
  • Forecasting and Predictive Analytics Methods Pack: 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
  • 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
  • Cookies Preference Center
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