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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


  • Status: Preview
    Preview
    G

    Google Cloud

    Introduction to Vertex AI Studio - 繁體中文

    Skills you'll gain: Prompt Engineering, Google Gemini, Generative AI, Multimodal Prompts, Application Lifecycle Management, Prototyping, Application Development, Model Deployment, Google Cloud Platform

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Compute Engine: Qwik Start - Windows

    Skills you'll gain: Cloud Storage, Virtual Machines, Scalability, Windows Servers, Cloud Infrastructure, Google Cloud Platform, Remote Access Systems, Network Performance Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    9 reviews

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Identify Horses or Humans with TensorFlow and Vertex AI

    Skills you'll gain: Convolutional Neural Networks, Tensorflow, Image Analysis, Google Cloud Platform, Model Deployment, Computer Vision, Data Preprocessing, Applied Machine Learning, Data Collection, Software Visualization

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Vertex AI Tabular Data: Qwik Start

    Skills you'll gain: Google Cloud Platform, Model Deployment, Applied Machine Learning, MLOps (Machine Learning Operations), Predictive Modeling, Cloud Computing, Classification Algorithms

    Intermediate · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Social Computing

    Skills you'll gain: Social Network Analysis, Network Analysis, Responsible AI, Graph Theory, Machine Learning, Applied Machine Learning, Research, Model Evaluation, Social Sciences, Statistical Analysis, Amazon Web Services, R Programming, Tensorflow, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Research Design, Sociology, Driving engagement, Machine Learning Methods, Behavioral Economics

    4.3
    Rating, 4.3 out of 5 stars
    ·
    12 reviews

    Intermediate · Specialization · 3 - 6 Months

  • G

    Google Cloud

    運用 Vertex AI 和 Flutter 打造生成式 AI 代理

    Skills you'll gain: Google Gemini, Flutter (Software), Generative AI Agents, Generative AI, Google Cloud Platform, LLM Application, Mobile Development, Application Development, Model Deployment

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Deploy Microsoft SQL Server to Compute Engine

    Skills you'll gain: Microsoft SQL Servers, Cloud Computing, Server Administration, Cloud Infrastructure, Windows Servers, Remote Access Systems, Virtual Machines, Cloud Deployment, User Accounts

    Beginner · Project · Less Than 2 Hours

  • Status: Preview
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    N

    National Taiwan University

    機器學習基石下 (Machine Learning Foundations)---Algorithmic Foundations

    Skills you'll gain: Machine Learning Algorithms, Model Evaluation, Classification Algorithms, Algorithms, Supervised Learning, Logistic Regression, Machine Learning, Applied Machine Learning, Data Validation, Regression Analysis, Feature Engineering, Statistical Methods, Verification And Validation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    331 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Machine Learning: Theory and Hands-on Practice with Python

    Skills you'll gain: Recurrent Neural Networks (RNNs), Vision Transformer (ViT), PyTorch (Machine Learning Library), Keras (Neural Network Library), Large Language Modeling, Natural Language Processing, Embeddings, AI Personalization, Network Model, Network Architecture, Linear Algebra

    Intermediate · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Machine Learning Operations with Vertex AI: Model Evaluation

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Generative AI, Continuous Monitoring, Model Deployment, Data Ethics, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    G

    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Français

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Generative AI, Continuous Monitoring, Google Cloud Platform, Predictive Modeling, Responsible AI, Data Quality

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Use Vertex AI Studio for Healthcare

    Skills you'll gain: Prompt Engineering, Gemini, Image Analysis, Google Gemini, Medical Imaging, Generative AI, Google Cloud Platform, Health Informatics, Healthcare Industry Knowledge

    Beginner · Project · Less Than 2 Hours

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

  • Introduction to Vertex AI Studio - 繁體中文: Google Cloud
  • Compute Engine: Qwik Start - Windows: Google Cloud
  • Identify Horses or Humans with TensorFlow and Vertex AI: Google Cloud
  • Vertex AI Tabular Data: Qwik Start: Google Cloud
  • Social Computing: Johns Hopkins University
  • 運用 Vertex AI 和 Flutter 打造生成式 AI 代理: Google Cloud
  • Deploy Microsoft SQL Server to Compute Engine: Google Cloud
  • 機器學習基石下 (Machine Learning Foundations)---Algorithmic Foundations: National Taiwan University
  • Machine Learning: Theory and Hands-on Practice with Python: University of Colorado Boulder
  • Machine Learning Operations with Vertex AI: Model Evaluation: Google Cloud

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