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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


  • J

    Johns Hopkins University

    Social Computing

    Skills you'll gain: Social Network Analysis, Network Analysis, Responsible AI, Social Media Analytics, Graph Theory, Machine Learning Methods, R (Software), Machine Learning, Machine Learning Software, Model Training, Machine Learning Algorithms, Model Optimization, Model Evaluation, Social Sciences, Statistical Analysis, Amazon Web Services, Tensorflow, Data Ethics, Large Language Modeling, Applied Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
    ·
    15 reviews

    Intermediate · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Getting started with the Vertex AI Gemini 1.5 Pro Model

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

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    矢量搜索和嵌入

    Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Vector Databases, Generative AI Agents, Generative AI, Artificial Intelligence, Google Cloud Platform

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    벡터 검색 및 임베딩

    Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Vector Databases, Generative AI, Generative AI Agents, Google Cloud Platform, Agentic systems

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Introduction to Vertex AI Studio

    Skills you'll gain: Prompt Engineering, Gemini, Google Gemini, Prompt Patterns, Multimodal Prompts, Prompt Engineering Tools, Generative AI, LLM Application, Model Optimization, Fine-tuning, Model Deployment, Prototyping

    4.6
    Rating, 4.6 out of 5 stars
    ·
    241 reviews

    Beginner · Course · 1 - 4 Weeks

  • V

    Vanderbilt University

    ChatGPT + Excel: Master AI-driven Formulas & Visualizations

    Skills you'll gain: Excel Macros, Excel Formulas, Microsoft Excel, Data Visualization, ChatGPT, Plot (Graphics), Spreadsheet Software, Interactive Data Visualization, AI Enablement, Multimodal Prompts, Generative AI, Prototyping, Verification And Validation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    74 reviews

    Beginner · Course · 1 - 4 Weeks

  • R

    Rice University

    Fundamentals of Computing

    Skills you'll gain: Computational Thinking, Event-Driven Programming, Algorithms, Combinatorics, Graph Theory, Programming Principles, Application Development, Object Oriented Programming (OOP), Data Structures, Theoretical Computer Science, Probability, Video Game Development, Bioinformatics, Interactive Design, Animation and Game Design, Python Programming, Data Analysis, Program Development, UI Components, Computer Programming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    4.1K reviews

    Beginner · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Computer Vision Fundamentals with Google Cloud

    Skills you'll gain: Model Optimization, Convolutional Neural Networks, Tensorflow, Model Training, Computer Vision, Image Analysis, Transfer Learning, Applied Machine Learning, Model Evaluation, Artificial Neural Networks, Fine-tuning, Deep Learning, Google Cloud Platform, Data Preprocessing, Classification Algorithms, Small Data, Cloud API

    4.6
    Rating, 4.6 out of 5 stars
    ·
    549 reviews

    Advanced · Course · 1 - 3 Months

  • G

    Google Cloud

    Getting Started with Vertex AI Gemini 1.5 Flash

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

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Deploy and Scale AI Models with Cloud Run

    Skills you'll gain: Google Cloud Platform, Model Deployment, Model Optimization, Serverless Computing, Cloud Deployment, Generative AI, Cloud Platforms, AI Integrations, Application Deployment, Cloud-Based Integration, Containerization, Scalability

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Build and Operate Machine Learning Solutions with Azure

    Skills you'll gain: Microsoft Azure, MLOps (Machine Learning Operations), Data Store, Databricks, Cloud Management, Cloud Computing, Applied Machine Learning, Model Deployment, Data Pipelines, Model Training, Data Preprocessing, Model Optimization, Responsible AI, Machine Learning, Model Evaluation, Information Privacy, Data Security

    3.7
    Rating, 3.7 out of 5 stars
    ·
    71 reviews

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    AI 基礎架構:部署類型

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Cloud Deployment, Kubernetes, Model Deployment, Infrastructure As A Service (IaaS), Cloud-Native Computing, Application Deployment, Network Performance Management, Infrastructure Architecture, Model Optimization, Performance Tuning, Containerization, Network Planning And Design, Distributed Computing, Network Infrastructure

    Intermediate · Course · 1 - 3 Months

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

  • Social Computing: Johns Hopkins University
  • Getting started with the Vertex AI Gemini 1.5 Pro Model: Google Cloud
  • 矢量搜索和嵌入: Google Cloud
  • 벡터 검색 및 임베딩: Google Cloud
  • Introduction to Vertex AI Studio: Google Cloud
  • ChatGPT + Excel: Master AI-driven Formulas & Visualizations: Vanderbilt University
  • Fundamentals of Computing: Rice University
  • Computer Vision Fundamentals with Google Cloud: Google Cloud
  • Getting Started with Vertex AI Gemini 1.5 Flash: Google Cloud
  • Deploy and Scale AI Models with Cloud Run: Google Cloud

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