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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 Recognition app using Gemini on Vertex AI

    Skills you'll gain: Gemini, Google Cloud Platform, Cloud Applications, Application Development, Generative AI, LLM Application, AI Enablement, Multimodal Prompts

    Beginner · 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, Vector Databases

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Vertex Pipelines: Qwik Start

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, Applied Machine Learning, Data Pipelines, Tensorflow, Machine Learning

    Intermediate · Project · Less Than 2 Hours

  • G

    Google Cloud

    MMachine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 한국어

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

    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, Graph Theory, Machine Learning, Applied Machine Learning, Research, Model Evaluation, Social Sciences, Statistical Analysis, Amazon Web Services, R Programming, Tensorflow, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Research Design, Sociology, Driving engagement, Machine Learning Methods, Behavioral Economics

    4.3
    Rating, 4.3 out of 5 stars
    ·
    12 reviews

    Intermediate · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Deploy Microsoft SQL Server to Compute Engine

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

    Beginner · Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Machine Learning: Theory and Hands-on Practice with Python

    Skills you'll gain: Recurrent Neural Networks (RNNs), Vision Transformer (ViT), PyTorch (Machine Learning Library), Keras (Neural Network Library), Large Language Modeling, Natural Language Processing, Embeddings, AI Personalization, Network Model, Network Architecture, Linear Algebra

    Intermediate · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Machine Learning Operations with Vertex AI: Model Evaluation

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

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    G

    Google Cloud

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

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

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Use Vertex AI Studio for Healthcare

    Skills you'll gain: Prompt Engineering, Gemini, Image Analysis, Google Gemini, Medical Imaging, Generative AI, Google Cloud Platform, Health Informatics, Healthcare Industry Knowledge

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Automating Response to Phishing with Cortex XSOAR

    Skills you'll gain: Incident Response, Email Security, Incident Management, Computer Security Incident Management, Cyber Operations, Threat Detection, IT Automation, Google Cloud Platform

    4.2
    Rating, 4.2 out of 5 stars
    ·
    6 reviews

    Intermediate · Project · Less Than 2 Hours

  • G

    Google Cloud

    Bracketology with Google Machine Learning

    Skills you'll gain: Data Preprocessing, Model Evaluation, Applied Machine Learning, Big Data, Google Cloud Platform, Data Manipulation, Predictive Analytics, Machine Learning, Exploratory Data Analysis, SQL

    Beginner · Project · Less Than 2 Hours

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

  • Build an AI Image Recognition app using Gemini on Vertex AI: Google Cloud
  • Introduction to Vertex AI Embeddings: Text and Multimodal: Google Cloud
  • Vertex Pipelines: Qwik Start: Google Cloud
  • MMachine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 한국어: Google Cloud
  • Social Computing: Johns Hopkins University
  • Deploy Microsoft SQL Server to Compute Engine: Google Cloud
  • Machine Learning: Theory and Hands-on Practice with Python: University of Colorado Boulder
  • Machine Learning Operations with Vertex AI: Model Evaluation: Google Cloud
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Français: Google Cloud
  • Use Vertex AI Studio for Healthcare: Google Cloud

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