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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


  • G

    Google Cloud

    Working with Notebooks in Vertex AI

    Skills you'll gain: Jupyter, MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, AI Workflows, Applied Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Colorado Boulder

    Deep Learning Applications for Computer Vision

    Skills you'll gain: Computer Vision, Convolutional Neural Networks, Image Analysis, Tensorflow, Deep Learning, Artificial Neural Networks, Machine Learning Methods, Model Training, Model Optimization, Applied Machine Learning, Fine-tuning, Feature Engineering, Machine Learning, Model Evaluation, Classification Algorithms

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    90 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

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

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Data Modeling, Google Cloud Platform, Feature Engineering, Model Training, Data Store, Data Preprocessing, Data Processing, Data Management, Data Storage Technologies

    3.9
    Rating, 3.9 out of 5 stars
    ·
    19 reviews

    Intermediate · Course · 1 - 4 Weeks

  • 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, Embeddings, Applied Machine Learning, Dimensionality Reduction, Text Mining, Statistical Machine Learning, Classification Algorithms, Logistic Regression, Feature Engineering, Probability & Statistics

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

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Introduction to Deep Learning

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

    4.4
    Rating, 4.4 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    G

    Google Cloud

    AI 基础设施:部署类型

    Skills you'll gain: Google Cloud Platform, Kubernetes, Cloud Infrastructure, Containerization, Cloud Deployment, Model Deployment, Cloud Platforms, Network Performance Management, Infrastructure Architecture, Performance Tuning, AI Workflows, Distributed Computing, Model Optimization, System Configuration, Operating Systems

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    在 Google Cloud 運用生成式 AI 翻新網站

    Skills you'll gain: Generative AI, AI literacy, Web Content, Google Cloud Platform, Prompt Engineering, Content Management, Web Design

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    G

    Google Cloud

    Introduction to Vertex AI Studio - 繁體中文

    Skills you'll gain: Gemini, Prompt Engineering, Google Gemini, Generative AI, Prompt Patterns, Multimodal Prompts, Prototyping, Model Deployment, Google Cloud Platform, Large Language Modeling, Application Deployment, Fine-tuning

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    面向医疗保健行业的生成式 AI

    Skills you'll gain: Large Language Modeling, Prompt Engineering Tools, Prompt Engineering, Generative AI Agents, LLM Application, Generative AI, Generative Model Architectures, Multimodal Prompts, Artificial Intelligence, Google Cloud Platform, Health Technology, Supervised Learning, Machine Learning, Fine-tuning

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    在 Google Cloud 上使用生成式 AI 进行网站现代化改造

    Skills you'll gain: Generative AI, Web Content, Prompt Engineering, Frontend Performance, Web Design and Development, Google Cloud Platform, Content Management, User Experience Design

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    ベクトル検索とエンベディング

    Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Vector Databases, Generative AI, Generative AI Agents, Google Cloud Platform, Agentic systems

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Integrate Search in Applications using Vertex AI Agent Builder

    Skills you'll gain: Web Analytics and SEO, AI Integrations, Generative AI Agents, Analytics, Data Store, Frontend Integration, System Configuration

    Beginner · Project · Less Than 2 Hours

1…789…13

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

  • Working with Notebooks in Vertex AI: Google Cloud
  • Deep Learning Applications for Computer Vision: University of Colorado Boulder
  • Machine Learning Operations (MLOps) with Vertex AI: Manage Features: Google Cloud
  • Natural Language Processing with Classification and Vector Spaces: DeepLearning.AI
  • Introduction to Deep Learning: University of Colorado Boulder
  • AI 基础设施:部署类型: Google Cloud
  • 在 Google Cloud 運用生成式 AI 翻新網站: Google Cloud
  • Introduction to Vertex AI Studio - 繁體中文: Google Cloud
  • 面向医疗保健行业的生成式 AI: Google Cloud
  • 在 Google Cloud 上使用生成式 AI 进行网站现代化改造: Google Cloud

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