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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

    Working with Notebooks in Vertex AI

    Skills you'll gain: Jupyter, MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, AI Workflows, Applied Machine Learning, Data Preprocessing

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Natural Language Processing with Probabilistic Models

    Skills you'll gain: Natural Language Processing, Markov Model, Embeddings, Text Mining, Data Preprocessing, Artificial Neural Networks, Machine Learning Methods, Algorithms, Statistical Modeling, Probability & Statistics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.8K reviews

    Intermediate · Course · 1 - 4 Weeks

  • 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), Computer Graphics, Computational Thinking, Deep Learning, Psychology

    4.4
    Rating, 4.4 out of 5 stars
    ·
    66 reviews

    Beginner · Course · 1 - 4 Weeks

  • 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, Agentic systems, Artificial Intelligence, LangChain

    Intermediate · Project · Less Than 2 Hours

  • G

    Google Cloud

    Build an AI Image Generator app using Imagen on Vertex AI

    Skills you'll gain: Generative AI, LLM Application, Prompt Engineering, Application Development, AI Enablement, Image Analysis, Google Cloud Platform

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Integrate Search in Applications using Vertex AI Agent Builder

    Skills you'll gain: Web Analytics and SEO, Generative AI Agents, Google Cloud Platform, Enterprise Application Management, Data Compilation, Analytics, Data Store, Frontend Integration, System Configuration

    Beginner · Project · Less Than 2 Hours

  • 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

    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

    Running Distributed TensorFlow using Vertex AI

    Skills you'll gain: Tensorflow, Google Cloud Platform, Model Deployment, Image Analysis, Cloud Deployment, MLOps (Machine Learning Operations), Cloud Computing, Distributed Computing

    Intermediate · Project · Less Than 2 Hours

  • G

    Google Cloud

    Introduction to Computer Vision with TensorFlow

    Skills you'll gain: Model Evaluation, Tensorflow, Convolutional Neural Networks, Computer Vision, Keras (Neural Network Library), Development Environment, Image Analysis, Machine Learning, Deep Learning, Data Persistence, Artificial Neural Networks

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Beginner · Project · Less Than 2 Hours

  • Status: Preview
    Preview
    N

    National Taiwan University

    機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations

    Skills you'll gain: Supervised Learning, Machine Learning, Statistical Machine Learning, Model Evaluation, Logistic Regression, Theoretical Computer Science, Classification Algorithms, Mathematical Theory & Analysis, Probability & Statistics, Algorithms

    4.9
    Rating, 4.9 out of 5 stars
    ·
    937 reviews

    Beginner · Course · 1 - 3 Months

  • 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

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

  • Working with Notebooks in Vertex AI: Google Cloud
  • Natural Language Processing with Probabilistic Models: DeepLearning.AI
  • Computational Vision: University of Colorado Boulder
  • Build and Deploy an Agent with Reasoning Engine in Vertex AI: Google Cloud
  • Build an AI Image Generator app using Imagen on Vertex AI: Google Cloud
  • Integrate Search in Applications using Vertex AI Agent Builder: Google Cloud
  • Build an AI Image Recognition app using Gemini on Vertex AI: Google Cloud
  • Vertex Pipelines: Qwik Start: Google Cloud
  • Running Distributed TensorFlow using Vertex AI: Google Cloud
  • Introduction to Computer Vision with TensorFlow: Google Cloud

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