Udacity part of Accenture logo

Building Generative AI Applications with Amazon Bedrock

Course

Build cutting-edge generative AI applications with Amazon Bedrock and Python. Learn to integrate models in applications using BOTO3 and APIs, leverage AWS services such as S3 and Amazon Aurora, and create end-to-end AI solutions. Through practical exercises and a real-world project, you'll gain expertise in Retrieval-Augmented Generation (RAG), embeddings, and secure AI pipelines.

Build cutting-edge generative AI applications with Amazon Bedrock and Python. Learn to integrate models in applications using BOTO3 and APIs, leverage AWS services such as S3 and Amazon Aurora, and create end-to-end AI solutions. Through practical exercises and a real-world project, you'll gain expertise in Retrieval-Augmented Generation (RAG), embeddings, and secure AI pipelines.

  • Beginner

  • 2 weeks

  • Last Updated January 17, 2025

Skills you'll learn:

Retrieval-Augmented GenerationAmazon Web Services

Prerequisites:

Basic PythonAmazon Web Services

Beginner

2 weeks

Last Updated January 17, 2025

Skills you'll learn:

Retrieval-Augmented Generation • Amazon Web Services • GenAI Models • Large Language Models

Prerequisites:

Basic Python • Amazon Web Services

Course Lessons

Lesson 1

Introduction to Amazon Bedrock

Discover Amazon Bedrock and its role in generative AI. Explore foundational models, AWS integrations, and real-world applications to kickstart your journey in building AI-driven solutions.

Lesson 2

Using Bedrock in Application Development

Learn how to use Amazon Bedrock in applications. Explore foundational models, parameter tuning, and hands-on testing with Python to optimize AI outputs for real-world tasks.

Lesson 3

Building GenAI Applications with Bedrock and Python

Implement embedding models with Amazon Bedrock. Learn to generate, visualize, and use embeddings for Retrieval-Augmented Generation (RAG) systems and build smarter AI applications.

Lesson 4 • Project

Project: Intelligent Document Querying System

Build an intelligent document querying system with Amazon Bedrock, S3, and Aurora PostgreSQL. Apply generative AI, secure pipelines, and RAG techniques to create a real-world AI solution.

Taught By The Best

Photo of Eduardo Mota

Eduardo Mota

Sr. Cloud Data Architect

Eduardo Mota is an AWS Cloud Architect and Machine Learning Specialist. He has achieved numerous cloud certifications including Machine Learning and Data Analytics. His experience at DoiT and AWS showcases his expertise in cloud architecture and optimization and solidifies his position as a trusted expert in cloud innovation and AI.

The Udacity Difference

Combine technology training for employees with industry experts, mentors, and projects, for critical thinking that pushes innovation. Our proven upskilling system goes after success—relentlessly.

Demonstrate proficiency with practical projects

Projects are based on real-world scenarios and challenges, allowing you to apply the skills you learn to practical situations, while giving you real hands-on experience.

  • Gain proven experience

  • Retain knowledge longer

  • Apply new skills immediately

Top-tier services to ensure learner success

Reviewers provide timely and constructive feedback on your project submissions, highlighting areas of improvement and offering practical tips to enhance your work.

  • Get help from subject matter experts

  • Learn industry best practices

  • Gain valuable insights and improve your skills

Enroll in Building Generative AI Applications with Amazon Bedrock. Choose the plan that works for you

All Access monthly

  • Unlimited access to our top-rated courses

  • Personalized Career Services

  • Cancel Anytime

  • Real-world projects

  • Personalized project reviews

  • Program certificates

Best Value

All Access bundle1

  • All the same great benefits as our monthly plan

  • The most cost-effective way to develop the skills you want

  1. 1Discount applies to the first 4 months of membership, after which plans are converted to month-to-month.

Your subscription also includes:

C++

(809)

3 months

Intermediate

SQL

(288)

2 months

Beginner

About Building Generative AI Applications with Amazon Bedrock

Master generative AI application development using Amazon Bedrock and Python. Explore large language models with BOTO3, AWS services like S3 and Amazon Aurora, and build secure AI pipelines. Gain hands-on experience in Retrieval-Augmented Generation (RAG) and embeddings with practical exercises and a real-world project.

Udacity Accenture logo

Company

  • Facebook
  • Twitter
  • LinkedIn
  • Instagram

© 2011-2025 Udacity, Inc. "Nanodegree" is a registered trademark of Udacity. © 2011-2025 Udacity, Inc.
We use cookies and other data collection technologies to provide the best experience for our customers.