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    Stanford University Online Courses

    Discover courses and programs offered by Stanford University. Explore various fields and disciplines taught by Stanford faculty, and find the perfect program to meet your educational goals.

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    Explore the Stanford University Online Course Catalog

    • Status: Preview
      Preview
      G

      Google Cloud

      Machine Learning Operations (MLOps) with Vertex AI: Manage Features

      Skills you'll gain: MLOps (Machine Learning Operations), Data Modeling, Google Cloud Platform, Feature Engineering, Application Deployment, DevOps, Data Processing, Data Management, Data Storage

      4.2
      Rating, 4.2 out of 5 stars
      ·
      11 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      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, Value Propositions, Innovation, Emerging Technologies, Market Analysis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      133 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      N

      National Taiwan University

      機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations

      Skills you'll gain: Supervised Learning, Machine Learning, Statistical Machine Learning, Classification And Regression Tree (CART), Artificial Intelligence and Machine Learning (AI/ML), Theoretical Computer Science, Mathematical Modeling, Probability & Statistics, Regression Analysis, Algorithms

      4.9
      Rating, 4.9 out of 5 stars
      ·
      936 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      S

      Stanford University

      Probabilistic Graphical Models 3: Learning

      Skills you'll gain: Bayesian Network, Applied Machine Learning, Machine Learning Algorithms, Markov Model, Machine Learning, Statistical Modeling, Unstructured Data, Statistical Methods, Probability & Statistics, Algorithms, Test Data

      4.6
      Rating, 4.6 out of 5 stars
      ·
      303 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      S

      Stanford University

      Palliative Care Always Capstone Course

      Skills you'll gain: Hospice, Caregiving, Patient-centered Care, Compassion, Patient Advocacy, Pain Management, Telehealth, Family Support, Stress Management, Mental Health Diseases and Disorders, Community Health, Patient Education And Counseling, Empathy, Communication

      4.6
      Rating, 4.6 out of 5 stars
      ·
      29 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Natural Language Processing with Classification and Vector Spaces

      Skills you'll gain: Natural Language Processing, Supervised Learning, Dimensionality Reduction, Text Mining, Feature Engineering, Machine Learning Algorithms, Artificial Intelligence, Tensorflow, Unstructured Data, Probability & Statistics

      4.6
      Rating, 4.6 out of 5 stars
      ·
      4.6K reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      S

      Stanford University

      Formation COVID-19 pour personnels de santé

      Skills you'll gain: Airway Management, Personal protective equipment, Respiratory Care, Telehealth, Mechanical Ventilation, Positive Airway Pressure (CPAP/BiPAP), Critical Care, Patient Treatment, Acute Care, Emergency and Intensive Care, Infection Control, Oxygen Therapy, Medication Administration, Clinical Assessment, Patient Evaluation, Diagnostic Medical Sonography

      4.6
      Rating, 4.6 out of 5 stars
      ·
      31 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Natural Language Processing with Probabilistic Models

      Skills you'll gain: Natural Language Processing, Markov Model, Text Mining, Artificial Neural Networks, Machine Learning Methods, Data Processing, Algorithms, Probability & Statistics, Linear Algebra

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.8K reviews

      Intermediate · Course · 1 - 4 Weeks

    • G

      Google Cloud

      Build and Deploy an Agent with Reasoning Engine in Vertex AI

      Skills you'll gain: Google Cloud Platform, Generative AI Agents, Application Deployment, LLM Application, Artificial Intelligence, LangChain, Tool Calling

      Intermediate · Project · Less Than 2 Hours

    • G

      Google Cloud

      Introduction to Computer Vision with TensorFlow

      Skills you'll gain: Tensorflow, Computer Vision, Machine Learning Methods, Development Environment, Image Analysis, Machine Learning, Google Cloud Platform, Deep Learning, Artificial Neural Networks

      5
      Rating, 5 out of 5 stars
      ·
      6 reviews

      Beginner · Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Natural Language Processing with Sequence Models

      Skills you'll gain: Natural Language Processing, Artificial Neural Networks, PyTorch (Machine Learning Library), Deep Learning, Tensorflow, Text Mining, Machine Learning Methods

      4.5
      Rating, 4.5 out of 5 stars
      ·
      1.2K reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Trees, SVM and Unsupervised Learning

      Skills you'll gain: Applied Machine Learning, Supervised Learning, Data Science, Artificial Neural Networks, Dimensionality Reduction, Unsupervised Learning, Classification And Regression Tree (CART), Decision Tree Learning, Machine Learning, Predictive Modeling, Random Forest Algorithm, Statistics

      4.4
      Rating, 4.4 out of 5 stars
      ·
      8 reviews

      Intermediate · Course · 1 - 4 Weeks

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

    • Machine Learning Operations (MLOps) with Vertex AI: Manage Features: Google Cloud
    • Design Thinking and Global Startup: Korea Advanced Institute of Science and Technology(KAIST)
    • 機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations: National Taiwan University
    • Probabilistic Graphical Models 3: Learning: Stanford University
    • Palliative Care Always Capstone Course: Stanford University
    • Natural Language Processing with Classification and Vector Spaces: DeepLearning.AI
    • Formation COVID-19 pour personnels de santé: Stanford University
    • Natural Language Processing with Probabilistic Models: DeepLearning.AI
    • Build and Deploy an Agent with Reasoning Engine in Vertex AI: Google Cloud
    • Introduction to Computer Vision with TensorFlow: Google Cloud

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