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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, Retrieval-Augmented Generation, Google Gemini, LLM Application, Generative AI, Prompt Engineering Tools, Large Language Modeling, Google Cloud Platform, Model Deployment

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

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

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

    Intermediate · Course · 1 - 4 Weeks

  • 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, Fine-tuning

    Beginner · 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

    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

    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

    Vertex AI Tabular Data: Qwik Start

    Skills you'll gain: Model Training, Google Cloud Platform, Model Deployment, Applied Machine Learning, Predictive Modeling, Cloud Computing, Classification Algorithms, Cloud Deployment, Predictive Analytics

    Intermediate · Project · Less Than 2 Hours

  • G

    Google Cloud

    Running Distributed TensorFlow using Vertex AI

    Skills you'll gain: Tensorflow, Google Cloud Platform, Model Deployment, Image Analysis, Cloud Deployment, Model Training, Cloud Computing, Distributed Computing, Predictive Modeling

    Intermediate · Project · Less Than 2 Hours

  • G

    Google Cloud

    Build an AI Image Recognition app using Gemini on Vertex AI

    Skills you'll gain: Google Gemini, Gemini, Google Cloud Platform, Cloud Applications, Cloud Development, Application Development, Generative AI, LLM Application, AI literacy, AI Integrations, Multimodal Prompts

    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

  • G

    Google Cloud

    Compute Engine: Qwik Start - Windows

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

    4.7
    Rating, 4.7 out of 5 stars
    ·
    9 reviews

    Beginner · Project · Less Than 2 Hours

  • 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

    4.5
    Rating, 4.5 out of 5 stars
    ·
    27 reviews

    Intermediate · Course · 1 - 3 Months

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
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 繁體中文: Google Cloud
  • Introduction to Vertex AI Studio - 繁體中文: Google Cloud
  • Introduction to Computer Vision with TensorFlow: Google Cloud
  • 在 Google Cloud 運用生成式 AI 翻新網站: Google Cloud
  • Integrate Search in Applications using Vertex AI Agent Builder: Google Cloud
  • Vertex AI Tabular Data: Qwik Start: Google Cloud
  • Running Distributed TensorFlow using Vertex AI: Google Cloud
  • Build an AI Image Recognition app using Gemini on Vertex AI: Google Cloud
  • Build an AI Image Generator app using Imagen on Vertex AI: Google Cloud

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