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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


  • Status: Preview
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    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Manage Features

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Data Modeling, Google Cloud Platform, Feature Engineering, Data Processing, Data Management, Data Storage Technologies, Data Security

    4.2
    Rating, 4.2 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    在 Google Cloud 運用生成式 AI 翻新網站

    Skills you'll gain: Generative AI, AI Personalization, Web Content, AI Enablement, Google Cloud Platform, Prompt Engineering, Web Analytics and SEO, Content Management, Web Design and Development

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    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

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    U

    UBITS

    El arte de emprender: de la idea al éxito

    Skills you'll gain: Business Strategy, Talent Management, Business Leadership, Leadership, Entrepreneurship, Organizational Strategy, Business Management, Business, Technology Strategies, Social Impact, Innovation

    4.5
    Rating, 4.5 out of 5 stars
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    14 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to Vertex AI Studio - Español

    Skills you'll gain: Google Gemini, Generative AI, Prompt Engineering, Multimodal Prompts, AI Workflows, Google Cloud Platform, LLM Application, Model Deployment, Prototyping, Performance Tuning

    4.9
    Rating, 4.9 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • 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
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    DeepLearning.AI

    Natural Language Processing with Sequence Models

    Skills you'll gain: Natural Language Processing, Recurrent Neural Networks (RNNs), Artificial Neural Networks, Deep Learning, Tensorflow, Text Mining, Embeddings, Applied Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1.2K reviews

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    在 Google Cloud 上使用生成式 AI 进行网站现代化改造

    Skills you'll gain: Generative AI, AI Personalization, Web Content, Web Analytics and SEO, Prompt Engineering, Google Cloud Platform, Content Management, User Experience Design

    Beginner · Course · 1 - 4 Weeks

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    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
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    937 reviews

    Beginner · Course · 1 - 3 Months

  • 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
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    66 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    在 Google Cloud 打造生成式 AI 應用程式

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Generative AI, Generative Model Architectures, Large Language Modeling, Google Cloud Platform, Model Deployment

    Intermediate · Course · 1 - 3 Months

  • 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
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    6 reviews

    Beginner · Project · Less Than 2 Hours

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

  • Machine Learning Operations (MLOps) with Vertex AI: Manage Features: Google Cloud
  • 在 Google Cloud 運用生成式 AI 翻新網站: Google Cloud
  • Natural Language Processing with Probabilistic Models: DeepLearning.AI
  • El arte de emprender: de la idea al éxito: UBITS
  • Introduction to Vertex AI Studio - Español: Google Cloud
  • Working with Notebooks in Vertex AI: Google Cloud
  • Natural Language Processing with Sequence Models: DeepLearning.AI
  • 在 Google Cloud 上使用生成式 AI 进行网站现代化改造: Google Cloud
  • 機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations: National Taiwan University
  • Computational Vision: University of Colorado Boulder

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