• 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


  • N

    National Taiwan University

    基礎光學一 (Introduction to Optics (1))

    Skills you'll gain: Sensory Systems Analysis, Laboratory Experience, Experimentation, Physics, Laboratory Equipment, Engineering, Scientific, and Technical Instruments, Mathematical Modeling, Physical Science, Applied Mathematics

    4.6 stars, 71 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (71) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Pixels, Waveforms & Words: Engineering Multimodal AI Systems

    Skills you'll gain: Model Optimization, Image Analysis, Transfer Learning, Risking, Fine-tuning, Multimodal Prompts, Model Evaluation, Technical Documentation, Data Preprocessing, Debugging, Computer Vision, PyTorch (Machine Learning Library), Feature Engineering, Tensorflow, Model Training, Embeddings, Systems Design, Ethical Standards And Conduct, Root Cause Analysis, Deep Learning

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    Edge Impulse

    Edge AI Fundamentals

    Skills you'll gain: MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, AI literacy, Machine Learning Methods, Anomaly Detection, Convolutional Neural Networks, Machine Learning, Cloud Computing, Internet Of Things, Product Engineering, Embedded Systems, Industrial Engineering, Data Science, Product Development

    4.5 stars, 10 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (10) · Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • T

    Tecnológico de Monterrey

    Fundamentos de la Psicología

    Skills you'll gain: Positivity, Psychology, Personal Development, Mental Health Diseases and Disorders, Sensory Systems Analysis, Oncology, Health Promotion, Optimism, Behavioral Health, Public Health and Disease Prevention, Community and Social Work, Empowerment, Mental and Behavioral Health, Human Learning, Psychosocial Assessments, Self-Awareness, Mental Health, Learning Theory, Human Development, Scientific Methods

    4.8 stars, 516 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (516) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • L

    Lund University

    European Business Law: Doing Business in Europe

    Skills you'll gain: Labor Law, Arbitration, Tax Compliance, Environmental Regulations, Environmental Laws, Case Law, Legal Writing, Legal Research, Law, Regulation, and Compliance, Labor Relations, Labor Compliance, Tax Laws, Mediation, Litigation and Civil Justice, Commercial Laws, Regulatory Compliance, Employee Relations, Contract Management, Governance

    4.8 stars, 564 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (564) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Financial Analyst: AI, Excel, and Power BI Skills

    Skills you'll gain: Financial Modeling, Financial Statements, Data Import/Export, Data Cleansing, Financial Statement Analysis, Risk Modeling, Financial Forecasting, Risk Management Framework, Capital Budgeting, Supervised Learning, Risk Management, Financial Auditing, Variance Analysis, Risk Analysis, Budgeting, Credit Risk, Predictive Modeling, Power BI, Microsoft Excel, Data Visualization

    3.3 stars, 8 reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 3.3 (8) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Top AI program
    Top AI program
    Category: New
    New
    Status: Free trial
    Free trial
  • Y

    Yonsei University

    The Korean Economic Development

    Skills you'll gain: Crisis Management, Economic Development, Economics, Promotional Strategies, Economics, Policy, and Social Studies, International Finance, Financial Regulation, Financial Regulations, Financial Systems, Financial Policy, Socioeconomics, International Relations, Public Policies, Policy Analysis, Research, and Development, Growth Strategies

    4.8 stars, 423 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (423) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • A

    Amazon Web Services

    AWS Generative AI and AI Agents with Amazon Bedrock

    Skills you'll gain: Amazon Bedrock, Prompt Engineering, Responsible AI, Generative AI Agents, Retrieval-Augmented Generation, Generative AI, Fine-tuning, LangChain, AI Workflows, Agentic Workflows, Model Training, Model Optimization, Large Language Modeling, Artificial Intelligence, Token Optimization, Transfer Learning, LLM Application, AI literacy, Amazon Web Services, Context Management

    4.6 stars, 110 reviews, Intermediate, Professional Certificate, 1 - 3 Months

    ★ 4.6 (110) · Intermediate · Professional Certificate · 1 - 3 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • R

    Rice University

    Distributed Programming in Java

    Skills you'll gain: Apache Kafka, Apache Spark, Apache Hadoop, Event-Driven Programming, Distributed Computing, Java Programming, Java, OS Process Management, Scala Programming, Servers

    4.6 stars, 507 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (507) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Hands-on Agentic AI: Building Intelligent Agents

    Skills you'll gain: Model Context Protocol, Responsible AI, LangGraph, AI Integrations, AI Workflows, AI Orchestration, Agentic Workflows, LangChain, Generative AI Agents, CrewAI, OpenAI API, Agentic systems, LLM Application, Tool Calling, Case Studies, OpenAI, Governance, Compliance Management, Model Deployment, AI Security

    2.4 stars, 32 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 2.4 (32) · Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    IBM

    Getting Started with Front-End and Web Development

    Skills you'll gain: Application Development, User Interface and User Experience (UI/UX) Design, Web Design, Front-End Web Development, No-Code Development, WordPress, Web Applications, Web Development, Full-Stack Web Development, Web Development Tools, Back-End Web Development, Content Management Systems

    4.6 stars, 422 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • A

    Automatic Data Processing, Inc. (ADP)

    Fundamentals of Compensation Strategies

    Skills you'll gain: Compensation Analysis, Compensation Management, Compensation Strategy, Compensation and Benefits, Benefits Administration, Labor Compliance, Regulatory Compliance, Labor Law, Communication Planning, Communication Strategies, Benchmarking, Equities

    4.3 stars, 12 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.3 (12) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…281282283…834

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

  • 基礎光學一 (Introduction to Optics (1)): National Taiwan University
  • Pixels, Waveforms & Words: Engineering Multimodal AI Systems: Coursera
  • Edge AI Fundamentals: Edge Impulse
  • Fundamentos de la Psicología: Tecnológico de Monterrey
  • European Business Law: Doing Business in Europe: Lund University
  • Financial Analyst: AI, Excel, and Power BI Skills: Coursera
  • The Korean Economic Development: Yonsei University
  • AWS Generative AI and AI Agents with Amazon Bedrock: Amazon Web Services
  • Distributed Programming in Java: Rice University
  • Hands-on Agentic AI: Building Intelligent Agents: 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