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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: New
    New
    Status: Free Trial
    Free Trial
    G

    Google Cloud

    AI Infrastructure: Cloud GPUs

    Skills you'll gain: Cloud Infrastructure, Google Cloud Platform, Hardware Architecture, Infrastructure Architecture, Infrastructure As A Service (IaaS), Computer Hardware, Cloud Computing Architecture, Performance Tuning, Cloud Platforms, Artificial Intelligence

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Cloud Computing Applications, Part 1: Cloud Systems and Infrastructure

    Skills you'll gain: Cloud Infrastructure, Cloud Services, Cloud Computing, Cloud Storage, Cloud Platforms, Infrastructure As A Service (IaaS), Middleware, Containerization, Data Storage Technologies, Virtualization, Virtual Machines, Cloud Applications, Amazon S3, Platform As A Service (PaaS)

    4.3
    Rating, 4.3 out of 5 stars
    ·
    845 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    G

    Google Cloud

    Trabalhar com Notebooks na Vertex AI

    Skills you'll gain: Jupyter, Google Cloud Platform, MLOps (Machine Learning Operations), Computing Platforms, Machine Learning, Development Environment, Exploratory Data Analysis

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Explore SAP Data Foundation using Looker Dashboards

    Skills you'll gain: Looker (Software), Order Fulfillment, Customer Analysis, Business Analytics, Data-Driven Decision-Making, Business Intelligence, Google Cloud Platform, Dashboard, Business Analysis, Data Visualization, Data Analysis, Sales, Product Knowledge, Enterprise Resource Planning

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Feature Engineering

    Skills you'll gain: Feature Engineering, Tensorflow, MLOps (Machine Learning Operations), Data Pipelines, Keras (Neural Network Library), Data Processing, Data Transformation, Data Modeling, Real Time Data, Machine Learning, Data Storage

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1.8K reviews

    Intermediate · Course · 1 - 3 Months

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

    University of Colorado Boulder

    Deep Learning for Computer Vision

    Skills you'll gain: Applied Machine Learning, Generative Model Architectures, Unsupervised Learning, Artificial Intelligence

    Build toward a degree

    4.9
    Rating, 4.9 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Developing AI Applications on Azure

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Microsoft Azure, Applied Machine Learning, Python Programming, Machine Learning, Machine Learning Algorithms, Data Science, Image Analysis, Computer Vision, Application Deployment, Natural Language Processing, Application Programming Interface (API)

    4.4
    Rating, 4.4 out of 5 stars
    ·
    978 reviews

    Advanced · Course · 1 - 3 Months

  • G

    Google Cloud

    在 Google Cloud 上创建生成式 AI 应用

    Skills you'll gain: Prompt Engineering, LLM Application, Google Gemini, Generative AI, Large Language Modeling, Google Cloud Platform

    Intermediate · Course · 1 - 3 Months

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

    University of Colorado Boulder

    High-Performance and Parallel Computing

    Skills you'll gain: Bash (Scripting Language), Distributed Computing, Scalability, Software Architecture, Big Data, Operating Systems, Performance Tuning, File Systems, Cloud Development, Scripting, Command-Line Interface, C and C++, Linux, Data Sharing, OS Process Management, Communication Systems, Artificial Intelligence

    3.7
    Rating, 3.7 out of 5 stars
    ·
    154 reviews

    Advanced · Specialization · 3 - 6 Months

  • L

    LearnQuest

    Azure Infrastructure Fundamentals

    Skills you'll gain: Azure Active Directory, Cloud Infrastructure, Microsoft Azure, Virtual Machines, Infrastructure As A Service (IaaS), Role-Based Access Control (RBAC), Infrastructure Security, Multi-Factor Authentication, Network Infrastructure, Cloud Storage, Virtualization, Identity and Access Management, Cloud Computing, Virtual Private Networks (VPN), Data Migration, Disaster Recovery

    3.8
    Rating, 3.8 out of 5 stars
    ·
    53 reviews

    Advanced · Course · 1 - 3 Months

  • G

    Google Cloud

    AI 时代安全性简介

    Skills you'll gain: Responsible AI, Data Security, Security Strategy, Security Management, Information Assurance, Threat Modeling, Security Controls, Security Requirements Analysis, Cybersecurity, Security Engineering, Artificial Intelligence, Threat Detection, Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Harnessing LLMs & Text-Embeddings API with Google Vertex AI

    Skills you'll gain: LLM Application, Large Language Modeling, Google Cloud Platform, Cloud API, Prompt Engineering, Application Programming Interface (API), Unsupervised Learning, Interactive Data Visualization, Natural Language Processing, Applied Machine Learning, Data Processing, Scalability

    Intermediate · Course · 1 - 3 Months

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

  • AI Infrastructure: Cloud GPUs: Google Cloud
  • Cloud Computing Applications, Part 1: Cloud Systems and Infrastructure: University of Illinois Urbana-Champaign
  • Trabalhar com Notebooks na Vertex AI: Google Cloud
  • Explore SAP Data Foundation using Looker Dashboards: Google Cloud
  • Feature Engineering: Google Cloud
  • Deep Learning for Computer Vision: University of Colorado Boulder
  • Developing AI Applications on Azure: LearnQuest
  • 在 Google Cloud 上创建生成式 AI 应用: Google Cloud
  • High-Performance and Parallel Computing: University of Colorado Boulder
  • Azure Infrastructure Fundamentals: LearnQuest

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