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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

    在 Google Cloud 打造生成式 AI 應用程式

    Skills you'll gain: Prompt Engineering, Model Deployment, Retrieval-Augmented Generation, Generative AI, Google Gemini, Prompt Patterns, LLM Application, Generative Model Architectures, Google Cloud Platform, Large Language Modeling, Cloud Deployment

    Intermediate · 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, Web Analytics and SEO, Prompt Engineering, Frontend Performance, Information Architecture, Google Cloud Platform, Content Management, User Experience Design

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 繁體中文

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

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Introduction to Machine Learning: Supervised Learning

    Skills you'll gain: Classification And Regression Tree (CART), Applied Machine Learning, Statistical Machine Learning, Machine Learning Methods, Model Training, Model Optimization

    4.4
    Rating, 4.4 out of 5 stars
    ·
    30 reviews

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 简体中文

    Skills you'll gain: Model Evaluation, Generative AI, MLOps (Machine Learning Operations), Model Optimization, Model Deployment, Machine Learning Methods, Continuous Monitoring, AI Security, Responsible AI

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

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

    Skills you'll gain: Model Evaluation, Generative AI, Continuous Monitoring, Model Optimization, MLOps (Machine Learning Operations), Model Deployment, Machine Learning Methods, Applied Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Introduction to Computer Vision with TensorFlow

    Skills you'll gain: Model Training, Model Evaluation, Tensorflow, Computer Vision, Machine Learning Methods, Development Environment, Image Analysis, Machine Learning, Deep Learning, Data Persistence, Artificial Neural Networks

    5
    Rating, 5 out of 5 stars
    ·
    7 reviews

    Beginner · Project · Less Than 2 Hours

  • 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

  • G

    Google Cloud

    在 Google Cloud 運用生成式 AI 翻新網站

    Skills you'll gain: Generative Engine Optimization (GEO), Generative AI, AI literacy, Web Content, Google Cloud Platform, Prompt Engineering, Content Management

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Vertex Pipelines: Qwik Start

    Skills you'll gain: MLOps (Machine Learning Operations), Model Training, Model Deployment, Google Cloud Platform, Applied Machine Learning, Data Pipelines, AI Integrations, Machine Learning

    Intermediate · Project · Less Than 2 Hours

  • G

    Google Cloud

    Introduction to Vertex AI Embeddings: Text and Multimodal

    Skills you'll gain: Google Cloud Platform, Embeddings, Artificial Intelligence, Image Analysis, Multimodal Prompts, Vector Databases, AI Integrations

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Build an AI Image Generator app using Imagen on Vertex AI

    Skills you'll gain: Generative AI, AI Integrations, Artificial Intelligence, LLM Application, Prompt Engineering, Multimodal Prompts, Google Cloud Platform

    Beginner · Project · Less Than 2 Hours

1…8910…13

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

  • 在 Google Cloud 打造生成式 AI 應用程式: Google Cloud
  • 在 Google Cloud 上使用生成式 AI 进行网站现代化改造: Google Cloud
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 繁體中文: Google Cloud
  • Introduction to Machine Learning: Supervised Learning: University of Colorado Boulder
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 简体中文: Google Cloud
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Español: Google Cloud
  • Introduction to Computer Vision with TensorFlow: Google Cloud
  • Integrate Search in Applications using Vertex AI Agent Builder: Google Cloud
  • 在 Google Cloud 運用生成式 AI 翻新網站: Google Cloud
  • Vertex Pipelines: Qwik Start: Google Cloud

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