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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 Online

    Understanding Einstein: The Special Theory of Relativity

    Skills you'll gain: Physics, European History, Verification And Validation, Scientific Methods, electromagnetics, Research, Experimentation, Mechanics, Global Positioning Systems

    4.9 stars, 3.2K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (3.2K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • I

    IBM

    People & Soft Skills: Essential for Professional Success

    Skills you'll gain: Problem Solving, Presentations, Collaboration, Critical Thinking and Problem Solving, Root Cause Analysis, Constructive Feedback, Interpersonal Communications, Virtual Teams, Oral Expression, Team Collaboration, Communication, Persuasive Communication, Meeting Facilitation, Verbal Communication Skills, Social Skills, Public Speaking, Professional Development, Professionalism, Follow Through, Conscientiousness

    4.7 stars, 5.9K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (5.9K) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    Stanford Online

    The AI Awakening: Implications for the Economy and Society

    Skills you'll gain: Generative AI, Generative Model Architectures, Workforce Development, OpenAI, AI literacy, Workforce Planning, Employee Training, Digital Transformation, Economics, Policy, and Social Studies, Artificial Intelligence, Responsible AI, Model Training, Anthropic Claude, Economics, Economic Development

    4.7 stars, 140 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • S

    Stanford Online

    Palliative Care Always

    Skills you'll gain: Hospice, Pain Management, Psychosocial Assessments, Patient Communication, Patient-centered Care, Parent Communication, Caregiving, Family Support, Patient Education and Support, Compassion, Patient Advocacy, Cultural Responsiveness, Personal Care, Direct Patient Care, Care Management, Child Welfare, Pediatrics, Oncology, Patient Evaluation, Patient Education And Counseling

    4.7 stars, 171 reviews, Beginner, Specialization, 3 - 6 Months

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

    Status: Free trial
    Free trial
  • S

    Stanford Online

    The AI, Climate, and Energy Connection

    Skills you'll gain: Climate Change Programs, Sustainable Business, Corporate Sustainability, Environmental Issue, Environmental Resource Management, Sustainable Development, Sustainable Technologies, Procurement, Artificial Intelligence, Climate Change Mitigation, Climate Change Adaptation, Water Sustainability, Strategic Planning, Data Centers, Business Strategy, Energy and Utilities, Policy Development, Risk Management, Supply Chain Management, Stakeholder Engagement

    4.5 stars, 6 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: New
    New
    Category: Preview
    Preview
  • S

    Stanford Online

    Health Across the Gender Spectrum

    Skills you'll gain: Diversity Awareness, Child Welfare, Pediatrics, Cultural Sensitivity, Working With Children, Family Support, Toileting, Human Development, Mental Health, Workplace inclusivity, Diversity Equity and Inclusion Initiatives, Health Equity, Child Development, Parent Communication, Child Health, Sociology, Health Disparities, Healthcare Ethics, Medical Support, Public Health

    4.8 stars, 2.5K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (2.5K) · Beginner · Course · 1 - 4 Weeks

    Category: Free
    Free
  • S

    Stanford Online

    Fundamentals of Machine Learning for Healthcare

    Skills you'll gain: Machine Learning Methods, Healthcare Ethics, Data Ethics, Statistical Machine Learning, Applied Machine Learning, Machine Learning Algorithms, Machine Learning, Responsible AI, Artificial Neural Networks, Healthcare Industry Knowledge, Model Evaluation, Medical Science and Research, Model Training, Artificial Intelligence and Machine Learning (AI/ML), Supervised Learning, Reinforcement Learning, Health Informatics, Generative Model Architectures, Deep Learning, Health Policy

    4.8 stars, 646 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Supervised Machine Learning: Regression and Classification

    Skills you'll gain: Supervised Learning, Applied Machine Learning, Jupyter, Scikit Learn (Machine Learning Library), Machine Learning, Model Training, NumPy, Machine Learning Algorithms, Predictive Modeling, Classification Algorithms, Feature Engineering, Artificial Intelligence, Model Evaluation, Data Preprocessing, Python Programming, Logistic Regression, Model Optimization, Regression Analysis, Algorithms

    4.9 stars, 33K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (33K) · Beginner · Course · 1 - 4 Weeks

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

    Stanford Online

    Introduction to Clinical Data

    Skills you'll gain: Feature Engineering, Data Ethics, Healthcare Ethics, Clinical Research, Clinical Data Management, Health Informatics, Clinical Research Ethics, Unstructured Data, Data Mining, Health Information Management, Electronic Medical Record, Data Transformation, Data Wrangling, Data Collection, Data Preprocessing, Health Disparities, Text Mining, Responsible AI, Medical Imaging

    4.6 stars, 516 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • S

    Stanford Online

    Giving 2.0: The MOOC

    Skills you'll gain: Philanthropy, Resource Utilization, Social Impact, Program Evaluation, Lifelong Learning, Collaboration, Strategic Decision-Making, Decision Making, Planning, Entrepreneurship, Research

    4.6 stars, 220 reviews, Mixed, Course, 1 - 3 Months

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

    Category: Free
    Free
  • S

    Stanford Online

    Evaluations of AI Applications in Healthcare

    Skills you'll gain: Healthcare Ethics, Data Ethics, Responsible AI, Clinical Research Ethics, Health Technology, Healthcare Industry Knowledge, AI Integrations, Clinical Assessment, Model Evaluation, Health Equity, Health Disparities, Clinical Informatics, Regulatory Compliance, Application Deployment, Continuous Monitoring, Predictive Modeling

    4.6 stars, 349 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • S

    Stanford Online

    AI in Healthcare Capstone

    Skills you'll gain: Model Deployment, Health Informatics, Model Evaluation, Clinical Data Management, Healthcare Ethics, Model Training, Responsible AI, Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Data Collection, Applied Machine Learning, Health Information Management, Health Care Procedure and Regulation, Data Ethics, Machine Learning Software, Machine Learning, Patient-centered Care, Artificial Intelligence, Fine-tuning, Performance Tuning

    4.7 stars, 328 reviews, Mixed, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
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Professional Certificates

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