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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

    MMachine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 한국어

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

    Intermediate · Course · 1 - 4 Weeks

  • 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, Google Cloud Platform, Application Deployment

    Beginner · Course · 1 - 4 Weeks

  • 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, Large Language Modeling, Google Cloud Platform, Content Management, User Experience Design

    Beginner · 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, Agentic systems, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Artificial Intelligence, LangChain

    Intermediate · Project · Less Than 2 Hours

  • G

    Google Cloud

    Vertex Pipelines: Qwik Start

    Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Applied Machine Learning, Data Pipelines, CI/CD, Machine Learning

    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

  • G

    Google Cloud

    Build an AI Image Recognition app using Gemini on Vertex AI

    Skills you'll gain: Google Gemini, Google Cloud Platform, Cloud Applications, Application Development, Generative AI, Artificial Intelligence, Multimodal Prompts

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

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

    Skills you'll gain: MLOps (Machine Learning Operations), Generative AI, Continuous Monitoring, Google Cloud Platform, Statistical Methods, Predictive Modeling, Responsible AI, Machine Learning, Data Quality, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Running Distributed TensorFlow using Vertex AI

    Skills you'll gain: Tensorflow, Google Cloud Platform, Image Analysis, Applied Machine Learning, Cloud Computing, Distributed Computing

    Intermediate · Project · Less Than 2 Hours

  • G

    Google Cloud

    Vertex AI Tabular Data: Qwik Start

    Skills you'll gain: Google Cloud Platform, Applied Machine Learning, MLOps (Machine Learning Operations), Predictive Modeling, Classification And Regression Tree (CART), Cloud Computing

    Intermediate · 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, Google Cloud Platform, Enterprise Application Management, Generative AI, Data Compilation, Analytics, Data Capture, Data Store, Web Applications

    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, Artificial Intelligence, LLM Application, Prompt Engineering, Application Development, Image Analysis, Google Cloud Platform

    Beginner · Project · Less Than 2 Hours

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

  • MMachine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 한국어: Google Cloud
  • Introduction to Vertex AI Studio - 繁體中文: Google Cloud
  • 在 Google Cloud 上使用生成式 AI 进行网站现代化改造: Google Cloud
  • Build and Deploy an Agent with Reasoning Engine in Vertex AI: Google Cloud
  • Vertex Pipelines: Qwik Start: Google Cloud
  • Introduction to Computer Vision with TensorFlow: Google Cloud
  • Build an AI Image Recognition app using Gemini on Vertex AI: Google Cloud
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 简体中文: Google Cloud
  • Running Distributed TensorFlow using Vertex AI: Google Cloud
  • Vertex AI Tabular Data: Qwik Start: Google Cloud

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