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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

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

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

    Intermediate · 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, Semantic Web, Generative AI, Natural Language Processing, Google Cloud Platform

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

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

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

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Build and Deploy an Agent with Reasoning Engine in Vertex AI

    Skills you'll gain: Model Deployment, Google Cloud Platform, Generative AI Agents, Cloud Deployment, AI Orchestration, Agentic systems, Artificial Intelligence, LangChain

    Intermediate · Project · Less Than 2 Hours

  • G

    Google Cloud

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

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), AI Security, Generative AI, Model Deployment, Responsible AI, Predictive Modeling

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Build an AI Image Generator app using Imagen on Vertex AI

    Skills you'll gain: Generative AI, LLM Application, Prompt Engineering, Application Development, AI Enablement, Image Analysis, Google Cloud Platform

    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

  • 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

    Integrate Search in Applications using Vertex AI Agent Builder

    Skills you'll gain: Web Analytics and SEO, Generative AI Agents, Google Cloud Platform, Enterprise Application Management, Data Compilation, Analytics, Data Store, Frontend Integration, System Configuration

    Beginner · 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, MLOps (Machine Learning Operations), Cloud Computing, Distributed Computing

    Intermediate · Project · Less Than 2 Hours

  • 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

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

  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 繁體中文: Google Cloud
  • ベクトル検索とエンベディング: Google Cloud
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 简体中文: Google Cloud
  • Introduction to Vertex AI Studio - 繁體中文: Google Cloud
  • Build and Deploy an Agent with Reasoning Engine in Vertex AI: Google Cloud
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Español: Google Cloud
  • Build an AI Image Generator app using Imagen on Vertex AI: Google Cloud
  • Vertex AI Tabular Data: Qwik Start: Google Cloud
  • Identify Horses or Humans with TensorFlow and Vertex AI: Google Cloud
  • Integrate Search in Applications using Vertex AI Agent Builder: Google Cloud

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