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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

    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

    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

    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

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

    Skills you'll gain: Model Evaluation, Model Optimization, Generative AI, Continuous Monitoring, Google Cloud Platform, Model Deployment, MLOps (Machine Learning Operations), Machine Learning Methods, Large Language Modeling, Responsible AI, Data Quality

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    AI 基础设施:网络组建和管理技术

    Skills you'll gain: Google Cloud Platform, Identity and Access Management, Cloud Infrastructure, Data Infrastructure, Cloud Management, AI Workflows, Network Performance Management, Data Import/Export, Network Planning And Design, Network Administration, Data Migration, Network Infrastructure, Model Optimization, Generative AI, Model Training, Network Architecture, System Configuration, Distributed Computing, Data Pipelines

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Computational Vision

    Skills you'll gain: Computer Vision, Image Analysis, Artificial Neural Networks, Convolutional Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Computational Thinking, Psychology, Human Factors

    4.4
    Rating, 4.4 out of 5 stars
    ·
    67 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    運用 Vertex AI 和 Flutter 打造生成式 AI 代理

    Skills you'll gain: Google Gemini, Gemini, Flutter (Software), Generative AI Agents, Generative AI, Google Cloud Platform, LLM Application, Mobile Development, Application Development, AI Workflows, Model Deployment

    Intermediate · Course · 1 - 3 Months

  • 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, AI Workflows, Application Deployment, Agentic Workflows, Agentic systems, Artificial Intelligence, LangChain

    Intermediate · Project · Less Than 2 Hours

  • Status: New
    New
    G

    Google Cloud

    了解 Google Cloud 智能体

    Skills you'll gain: Google Gemini, Google Cloud Platform, Gemini, Generative AI Agents, Agentic Workflows, LLM Application, AI Security, AI Orchestration, Generative AI, AI Integrations, Authentications, Agentic systems, Authorization (Computing), Large Language Modeling, Intranet, Enterprise Security, Company, Product, and Service Knowledge

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Machine Learning on Google Cloud

    Skills you'll gain: Feature Engineering, Model Optimization, Generative AI Agents, Model Deployment, Tensorflow, Google Cloud Platform, Model Training, Keras (Neural Network Library), Machine Learning, Data Preprocessing, Prompt Engineering, Machine Learning Software, Machine Learning Methods, MLOps (Machine Learning Operations), Generative AI, Model Evaluation, Cloud Infrastructure, Prompt Engineering Tools, Data Cleansing, Cloud Computing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    9.8K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Create Machine Learning Models in Microsoft Azure

    Skills you'll gain: Unsupervised Learning, Scikit Learn (Machine Learning Library), PyTorch (Machine Learning Library), Convolutional Neural Networks, Exploratory Data Analysis, Deep Learning, Microsoft Azure, Data Visualization, Classification Algorithms, Applied Machine Learning, Regression Analysis, Predictive Modeling, Data Analysis, Image Analysis, Artificial Intelligence and Machine Learning (AI/ML), Data Science, Model Training, Transfer Learning, Databricks, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
    ·
    332 reviews

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    AI Infrastructure: Deployment Types

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Kubernetes, Cloud Deployment, Infrastructure As A Service (IaaS), Model Deployment, Network Performance Management, Model Optimization, Cloud Engineering, Containerization, Performance Tuning, Infrastructure Architecture, Network Planning And Design, System Configuration, Computer Hardware

    Intermediate · Course · 1 - 3 Months

1…91011…13

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

  • Build an AI Image Generator app using Imagen on Vertex AI: Google Cloud
  • Running Distributed TensorFlow using Vertex AI: Google Cloud
  • Introduction to Vertex AI Embeddings: Text and Multimodal: Google Cloud
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 繁體中文: Google Cloud
  • AI 基础设施:网络组建和管理技术: Google Cloud
  • Computational Vision: University of Colorado Boulder
  • 運用 Vertex AI 和 Flutter 打造生成式 AI 代理: Google Cloud
  • Build and Deploy an Agent with Reasoning Engine in Vertex AI: Google Cloud
  • 了解 Google Cloud 智能体: Google Cloud
  • Machine Learning on Google Cloud: Google Cloud

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