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Duke University

GenAI and LLMs on AWS

Noah Gift
Alfredo Deza
Derek Wales

Instructors: Noah Gift

2,421 already enrolled

Included withCoursera Plus

Gain insight into a topic and learn the fundamentals.
4.8

(16 reviews)

Beginner level

Recommended experience

45 hours to complete
3 weeks at 15 hours a week
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
4.8

(16 reviews)

Beginner level

Recommended experience

45 hours to complete
3 weeks at 15 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Learn to use AWS to build solutions with Generative AI.

  • Learn the basics of AWS cloud computing to enable you to be proficient with machine learning on AWS.

  • Develop machine learning solutions using AWS services like Amazon Bedrock.

Details to know

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Assessments

12 assignments

Taught in English

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Build your subject-matter expertise

This course is part of the Large Language Model Operations (LLMOps) Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate
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There are 4 modules in this course

This module, you will learn how to set up a Rust development environment, utilize the AWS SDK for Rust, and build AWS Lambda functions with Rust.

What's included

20 videos16 readings4 assignments1 discussion prompt2 ungraded labs

CodeWhisperer writes code. You learn to guide it. Large language models crunch data, spit out content. Chain-of-thought prompts make models explain themselves. Craft prompts, shape outputs. Build CLI tools, bash functions. Use CodeWhisperer CLI to automate tasks. Fast, efficient coding with AI.

What's included

7 videos10 readings4 assignments2 ungraded labs

This module, learn Amazon Bedrock capabilities. Apply through model evaluations and customizations.

What's included

6 videos14 readings3 assignments

In this module, you will challenge yourself to apply the concepts covered in the previous module and challenge yourself to apply what you learned in a new context.

What's included

2 videos5 readings1 assignment1 ungraded lab

Instructors

Instructor ratings
4.8 (6 ratings)
Noah Gift
Duke University
40 Courses141,382 learners

Offered by

Duke University

Recommended if you're interested in Software Development

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4.8

16 reviews

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5

Reviewed on Aug 21, 2024

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