Duke University
Introduction to Retrieval Augmented Generation (RAG)
Duke University

Introduction to Retrieval Augmented Generation (RAG)

Alfredo Deza

Instructor: Alfredo Deza

1,749 already enrolled

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Learn, practice, and apply job-ready skills with expert guidance
4.3

(23 reviews)

Intermediate level

Recommended experience

2 hours
Learn at your own pace
Hands-on learning
Learn, practice, and apply job-ready skills with expert guidance
4.3

(23 reviews)

Intermediate level

Recommended experience

2 hours
Learn at your own pace
Hands-on learning

What you'll learn

  • Create a Retrieval Augmented Generation system

  • Use your own data with a Large Language Model

Details to know

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Taught in English
No downloads or installation required

Only available on desktop

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About this Guided Project

Learn step-by-step

In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:

  1. Create Embeddings

Recommended experience

Some experience with Python, including installing dependencies. Familiarity with the terminal is recommended

4 project images

Instructor

Alfredo Deza
Duke University
29 Courses100,578 learners

Offered by

Duke University

How you'll learn

  • Skill-based, hands-on learning

    Practice new skills by completing job-related tasks.

  • Expert guidance

    Follow along with pre-recorded videos from experts using a unique side-by-side interface.

  • No downloads or installation required

    Access the tools and resources you need in a pre-configured cloud workspace.

  • Available only on desktop

    This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.

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Learner reviews

Showing 3 of 23

4.3

23 reviews

  • 5 stars

    69.56%

  • 4 stars

    13.04%

  • 3 stars

    4.34%

  • 2 stars

    8.69%

  • 1 star

    4.34%

JC
5

Reviewed on May 16, 2024

ST
5

Reviewed on Oct 6, 2024

RL
5

Reviewed on Oct 24, 2024

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