• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Stanford

Stanford Courses

Courses in Stanford-related topics can help you learn data analysis, machine learning techniques, programming in Python, and statistical modeling. You can build skills in critical thinking, problem-solving, and applying algorithms to real-world challenges. Many courses introduce tools like TensorFlow for AI projects, R for data visualization, and SQL for database management, showing how these skills can be applied in various industries, from tech startups to healthcare.


Popular Stanford Courses and Certifications


  • S

    Stanford University

    Probabilistic Graphical Models 2: Inference

    Skills you'll gain: Bayesian Network, Machine Learning Methods, Statistical Inference, Markov Model, Statistical Machine Learning, Graph Theory, Sampling (Statistics), Applied Machine Learning, Statistical Methods, Probability & Statistics, Algorithms, Probability Distribution, Machine Learning Algorithms

    ★ 4.6 (489) · Advanced · Course · 1 - 3 Months

  • S

    Stanford University

    Probabilistic Graphical Models 3: Learning

    Skills you'll gain: Bayesian Network, Applied Machine Learning, Machine Learning Algorithms, Bayesian Statistics, Machine Learning Methods, Markov Model, Statistical Machine Learning, Machine Learning, Network Model, Unsupervised Learning, Model Training, Probability Distribution, Model Optimization, Statistical Methods, Probability & Statistics, Algorithms

    ★ 4.6 (304) · Advanced · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Machine Learning: Theory and Hands-on Practice with Python

    Skills you'll gain: Recurrent Neural Networks (RNNs), Generative AI, Fine-tuning, Model Training, Vision Transformer (ViT), Model Optimization, Large Language Modeling, Embeddings, Network Architecture, Linear Algebra

    ★ 4.6 (39) · Intermediate · Specialization · 3 - 6 Months

    Category: Hot New Release
    Hot New Release
  • S

    Stanford University

    How Software Ate Finance

    Skills you'll gain: FinTech, Payment Systems, Financial Services, Financial Market, Capital Markets, Payment Processing, Financial Trading, Asset Management, Financial Systems, Securities Trading, Mobile Banking, Consumer Lending, Blockchain, Retail Banking, Banking, Financial Regulation, Investment Management, Financial Data, Digital Assets, Portfolio Management

    ★ 4.7 (167) · Mixed · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    Natural Language Processing

    Skills you'll gain: Natural Language Processing, Supervised Learning, Transfer Learning, Recurrent Neural Networks (RNNs), Markov Model, Embeddings, Dimensionality Reduction, Large Language Modeling, Machine Learning Methods, Text Mining, Statistical Machine Learning, Fine-tuning, Artificial Neural Networks, Classification Algorithms, Data Preprocessing, Deep Learning, Tensorflow, Logistic Regression, Feature Engineering, Applied Machine Learning

    ★ 4.6 (6.2K) · Intermediate · Specialization · 3 - 6 Months

  • U

    Universitat Pompeu Fabra of Barcelona

    Audio Signal Processing for Music Applications

    Skills you'll gain: Digital Signal Processing, Music, Open Source Technology, Python Programming, Applied Mathematics, Classification Algorithms, Algorithms

    ★ 4.8 (294) · Intermediate · Course · 1 - 3 Months

  • S

    Stanford University

    Health After Cancer: Cancer Survivorship for Primary Care

    Skills you'll gain: Patient Communication, Primary Care, Patient Education And Counseling, Patient-centered Care, Care Management, Patient Education and Support, Care Coordination, Patient Evaluation, Oncology, Caregiving, Health Assessment, Patient Referral, Chronic Diseases, Medical History Documentation, Long Term Care, Preventative Care, Family Support, Mental Health

    ★ 4.8 (116) · Intermediate · Course · 1 - 4 Weeks

  • S

    Stanford University

    Antibiotic Stewardship

    Skills you'll gain: Pharmacology, Infection Control, Pharmacotherapy, Medical Prescription, Medication Therapy Management, Utilization Management, Hospital Medicine, Microbiology, Infectious Diseases, Clinical Practices, Patient Evaluation, Public Health and Disease Prevention, Public Health, Diagnostic Tests, Long Term Care

    ★ 4.7 (795) · Advanced · Course · 1 - 3 Months

  • D

    Duke University

    The Brain and Space

    Skills you'll gain: Sensory Systems Analysis, Spatial Analysis, Neurology, Psychology, Electrophysiology, Experimentation, Anatomy

    ★ 4.7 (657) · Beginner · Course · 1 - 3 Months

  • S

    Stanford University

    International Women's Health and Human Rights

    Skills you'll gain: Community Organizing, Community Development, Community Outreach, Maternal Health, Community Health, Obstetrics And Gynecology, Gerontology, Child Health, Student Engagement, Health Disparities, Gynecology, Health Equity, Social Work, Social Justice, Family Planning, Social Determinants Of Health, Social and Human Services, Socioeconomics, Child Welfare, Health Education

    ★ 4.9 (1.7K) · Beginner · Course · 3 - 6 Months

  • S

    Stanford University

    Love as a Force for Social Justice

    Skills you'll gain: Compassion, Interpersonal Communications, Social Justice, Communication, Empathy, Philanthropy, Relationship Building, Social Impact, Liberal Arts, Community Organizing, Advocacy, Culture, Social Sciences, Community and Social Work, Cultural Diversity, Creativity, Psychology, Performing Arts, Mindfulness, Ethical Standards And Conduct

    ★ 4.7 (430) · Beginner · Course · 1 - 3 Months

  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Design Thinking and Global Startup

    Skills you'll gain: Design Thinking, Business Modeling, Sales Presentations, Entrepreneurship, Product Development, Prototyping, Presentations, Lean Methodologies, New Product Development, Product Design, Human Centered Design, Entrepreneurial Finance, Value Propositions, Ideation, Innovation, Emerging Technologies, Manufacturing Operations

    ★ 4.7 (146) · Beginner · Course · 1 - 3 Months

1…456…13

In summary, here are 10 of our most popular Stanford courses

  • Probabilistic Graphical Models 2: Inference: Stanford University
  • Probabilistic Graphical Models 3: Learning: Stanford University
  • Machine Learning: Theory and Hands-on Practice with Python: University of Colorado Boulder
  • How Software Ate Finance: Stanford University
  • Natural Language Processing: DeepLearning.AI
  • Audio Signal Processing for Music Applications: Universitat Pompeu Fabra of Barcelona
  • Health After Cancer: Cancer Survivorship for Primary Care: Stanford University
  • Antibiotic Stewardship : Stanford University
  • The Brain and Space: Duke University
  • International Women's Health and Human Rights: Stanford University

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