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  • Stanford

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


  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Trees, SVM and Unsupervised Learning

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Unsupervised Learning, Decision Tree Learning, Artificial Neural Networks, Machine Learning Methods, Classification Algorithms, Supervised Learning, Statistical Machine Learning, Machine Learning Algorithms, Random Forest Algorithm, Predictive Modeling, Applied Mathematics, Dimensionality Reduction, Statistics

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    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

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

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

    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, Gemini, Generative AI, Multimodal Prompts, Google Cloud Platform, Text Mining, Analysis, Unstructured Data, Document Management

    Beginner · Project · Less Than 2 Hours

  • 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

    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

    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

  • Status: Free Trial
    Free Trial
    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

  • Status: Free Trial
    Free Trial
    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

  • Status: Free Trial
    Free Trial
    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

  • Status: New
    New
    G

    Google Cloud

    AI 基礎架構:部署類型

    Skills you'll gain: Google Cloud Platform, Kubernetes, Model Optimization, Cloud Infrastructure, Cloud Deployment, Model Deployment, Cloud-Native Computing, Infrastructure As A Service (IaaS), Containerization, Network Performance Management, AI Workflows, Infrastructure Architecture, Performance Tuning, System Configuration

    Intermediate · Course · 1 - 3 Months

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

  • Trees, SVM and Unsupervised Learning: University of Colorado Boulder
  • Social Computing: Johns Hopkins University
  • 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
  • Introduction to Vertex AI Studio: Google Cloud
  • 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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