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Building GenAI Applications with AWS

Software Engineering

4 courses

62 practices

Master the complete GenAI journey on AWS! Learn how to interact with Bedrock models, apply guardrails, harness your data with Knowledge Bases for intelligent RAG, evolve your chatbots into action-capable agents with Strands and MCP tools, and finally deploy them to the cloud with Bedrock AgentCore.

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Verified skills you'll gain

INTERMEDIATE

AI and Machine Learning Fundamentals

ADVANCED

Autonomous Workflow Automation

ADVANCED

RAG Systems and Vector Databases

Tools you'll use

Amazon Bedrock Models

AWS

Python

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Course 2

Managing Data for GenAI with Bedrock Knowledge Bases

4 lessons

17 practices

Build the data foundation that powers intelligent AI applications! Learn to create and configure Bedrock Knowledge Bases, efficiently upload and process documents, implement vector storage solutions with S3, and build robust retrieval systems. Discover how to structure, store, and access your organization's knowledge to fuel more accurate and contextual AI responses.

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Course 3

Putting Bedrock Models to Action with Strands Agents

4 lessons

15 practices

Transform your GenAI applications from simple chatbots into intelligent, action-capable agents with Strands! Learn to build agents that execute real-world tasks by integrating powerful tools, accessing knowledge bases for contextual information, and connecting seamlessly with external systems through MCP (Model Context Protocol) to deliver truly autonomous AI solutions.

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Course 4

Deploying Agents to AWS with Bedrock AgentCore

4 lessons

14 practices

Take your AI agents from development to production with Bedrock AgentCore! Gain a comprehensive understanding of AgentCore's capabilities, develop and test agents locally, deploy them seamlessly to AWS cloud infrastructure, and manage underlying AWS services that power AgentCore’s containerized deployment architecture.

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From our community

Hear what our customers have to say about CodeSignal Learn

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

I love that it's personalized. When I'm stuck, I don't have to hope my Google searches come out successful. The AI mentor Cosmo knows exactly what I need.

Faith Yim

Software Engineer

+14

It's an amazing product and exceeded my expectations, helping me prepare for my job interviews. Hands-on learning requires you to actually know what you are doing.

Alex Bush

Full Stack Engineer

I'm really impressed by the AI tutor Cosmo's feedback about my code. It's honestly kind of insane to me that it's so targeted and specific.

Abbey Helterbran

Tech consultant

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Jonathan Miller

Senior Machine Learning Engineer

+12

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

From our community

Hear what our customers have to say about CodeSignal Learn

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

I love that it's personalized. When I'm stuck, I don't have to hope my Google searches come out successful. The AI mentor Cosmo knows exactly what I need.

Faith Yim

Software Engineer

+14

It's an amazing product and exceeded my expectations, helping me prepare for my job interviews. Hands-on learning requires you to actually know what you are doing.

Alex Bush

Full Stack Engineer

I'm really impressed by the AI tutor Cosmo's feedback about my code. It's honestly kind of insane to me that it's so targeted and specific.

Abbey Helterbran

Tech consultant

I tried Leetcode but it was too disorganized. CodeSignal covers all the topics I'm interested in and is way more structured.

Jonathan Miller

Senior Machine Learning Engineer

+12

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11