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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

    Deploy Microsoft SQL Server to Compute Engine

    Skills you'll gain: Microsoft SQL Servers, Cloud Computing, Server Administration, Cloud Platforms, Windows Servers, Remote Access Systems, Virtual Machines, User Accounts

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Social Computing

    Skills you'll gain: Social Network Analysis, Network Analysis, Responsible AI, Graph Theory, Collaborative Software, Machine Learning, Applied Machine Learning, Social Sciences, Statistical Analysis, Amazon Web Services, R Programming, Tensorflow, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Research Design, Sociology, Data Collection, LLM Application, Behavioral Economics, Analytics

    4.3
    Rating, 4.3 out of 5 stars
    ·
    12 reviews

    Intermediate · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Introduction to Vertex AI Studio

    Skills you'll gain: Prompt Engineering, Google Gemini, Multimodal Prompts, Generative AI, LLM Application, AI Product Strategy, Prototyping, Performance Tuning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    234 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    使用 Vertex AI 和 Flutter 构建生成式 AI 智能体

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

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Getting started with the Vertex AI Gemini 1.5 Pro Model

    Skills you'll gain: Google Gemini, Generative AI, Multimodal Prompts, Google Cloud Platform, Image Analysis, Text Mining, Analysis, Unstructured Data

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    벡터 검색 및 임베딩

    Skills you'll gain: Semantic Web, Generative AI, LLM Application, Prompt Engineering, Google Cloud Platform, Artificial Intelligence, Natural Language Processing, Web Analytics and SEO, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    矢量搜索和嵌入

    Skills you'll gain: Semantic Web, Generative AI, Prompt Engineering, Artificial Intelligence, Large Language Modeling, Google Cloud Platform, Natural Language Processing, Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Trees, SVM and Unsupervised Learning

    Skills you'll gain: Applied Machine Learning, Unsupervised Learning, Classification And Regression Tree (CART), Decision Tree Learning, Artificial Neural Networks, Supervised Learning, Statistical Machine Learning, Random Forest Algorithm, Machine Learning, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Dimensionality Reduction, Feature Engineering, Statistics

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Computer Vision Fundamentals with Google Cloud

    Skills you'll gain: Tensorflow, Computer Vision, Image Analysis, Applied Machine Learning, Artificial Neural Networks, Deep Learning, Supervised Learning, Google Cloud Platform, Feature Engineering, Small Data, Cloud API

    4.5
    Rating, 4.5 out of 5 stars
    ·
    546 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Introduction to Computer Vision

    Skills you'll gain: Computer Vision, Image Analysis, Computer Graphics, Visualization (Computer Graphics), Artificial Intelligence, Data Ethics, Generative AI, Deep Learning, Applied Machine Learning, Linear Algebra, Microsoft Excel, Data Transformation, Feature Engineering, Data Manipulation

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    18 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Getting Started with Vertex AI Gemini 1.5 Flash

    Skills you'll gain: Google Gemini, Generative AI, Google Cloud Platform, Data Analysis, Image Analysis, Data Processing, Text Mining

    Beginner · Project · Less Than 2 Hours

  • Status: New
    New
    G

    Google Cloud

    Deploy and Scale AI Models with Cloud Run

    Skills you'll gain: Google Cloud Platform, Serverless Computing, Generative AI, Application Deployment, Cloud Services, Cloud Computing, Artificial Intelligence and Machine Learning (AI/ML), Containerization, Performance Tuning, Scalability

    Beginner · Course · 1 - 4 Weeks

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

  • Deploy Microsoft SQL Server to Compute Engine: Google Cloud
  • Social Computing: Johns Hopkins University
  • Introduction to Vertex AI Studio: Google Cloud
  • 使用 Vertex AI 和 Flutter 构建生成式 AI 智能体: Google Cloud
  • Getting started with the Vertex AI Gemini 1.5 Pro Model: Google Cloud
  • 벡터 검색 및 임베딩: Google Cloud
  • 矢量搜索和嵌入: Google Cloud
  • Trees, SVM and Unsupervised Learning: University of Colorado Boulder
  • Computer Vision Fundamentals with Google Cloud: Google Cloud
  • Introduction to Computer Vision: University of Colorado Boulder

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