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AWS Bedrock Workshop (Build an AIOPS Agent) - Level 100
Rating: 4.3 out of 5(486 ratings)
4,438 students

AWS Bedrock Workshop (Build an AIOPS Agent) - Level 100

Build an AIOPS Agent and host in Amazon Bedrock AgentCore - Get your IT done by just chatting to agent
Created byHimanshu Rana
Last updated 10/2026
English
German [Auto],English [Auto],

What you'll learn

  • Learn about Generative AI and Foundational Models
  • Learn about AWS Bedrock AgentCore
  • Build a Gen AI Agent and host in AWS Bedrock AgentCore
  • Learn how to use AWS SSO in AWS CLI to Authenticate to AWS Bedrock
  • Learn how to build Tools for AI Agent

Course content

6 sections • 30 lectures • 3h 47m total length

  • Introduction3:18

    Delve into ai fundamentals with aws bedrock to build a gen ai chatbot, and set up vscode, python, streamlit, boto3, and langchain for a lms-backed backend and streamlit frontend.

  • What is Gen AI3:19

    Explore artificial intelligence basics and how generative AI learns patterns to generate new content, with examples like ChatGPT, GPT, DALL-E, and other foundation models.

  • What is Foundational Model (FM)7:27

    Explore foundational models (FM) and large language models (LLM): pre-trained on vast data, not supervised, then fine-tuned for NLP tasks, enabling text-to-text, text-to-images, and sentiment analysis.

  • Difference Between LLM and FM1:55

    Leverage foundation models as generalized bases trained on vast data through unsupervised learning. Fine-tune them on task-specific data to power LLMs for chatbots, translations, and code analysis.

Requirements

  • No Python Experience required, You will get familiar in this workshop
  • No prior experience on Gen AI or AWS Bedrock required, You'll learn these in this workshop
  • You need a Free AWS account to do Hands-On in this workshop
  • Need VS code installed in a VM or Laptop

Description

In the rapidly evolving landscape of technology, AI skills are essential. Whether you’re a developer, data scientist, or business professional, understanding artificial intelligence and its practical applications is crucial. The AWS Bedrock Workshop provides a hands-on learning experience to equip you with the necessary skills to create intelligent chatbots.


**Note: This course is Level 100, meant only for beginners in GenAI and AWS Bedrock.


Course Highlights

  1. Foundations of AI and LLM: Dive into the fundamentals of artificial intelligence, FM and LLM

  2. AWS Bedrock Service: Explore the powerful capabilities of the AWS Bedrock AgentCore Service, designed specifically for leveraging Large Language Models from leading AI startups.

  3. Creating a Basic Gen Ai Agent Understand the architecture of AI Agents. Learn step-by-step how to build a basic Gen AI Agent using AWS Bedrock services.

  4. Leveraging Leading Language Models (LLMs): Learn how to integrate state-of-the-art language models from leading startups via AWS Bedrock. These LLMs enhance your chatbot’s conversational abilities. We'll use Amazon Nova FM in this workshop.

  5. Hands-On Labs: Engage in practical labs where you’ll use Visual Studio Code to run Python code to build your Gen AI Agent. You'll also learn how to configure AWS Identity and configure it in AWS CLI to authenticate to AWS Bedrock Service.



Why Take This Workshop?

This workshop is designed for students who are new to the field of Generative AI (Gen AI). It is concise and focused, providing you with practical knowledge on using the following tools:

  1. Visual Studio Code: Learn how to use this popular code editor efficiently.

  2. Python: Explore the basics of Python programming.

  3. Build an AIOps agent along with Tools for Agent from scratch


No prior experience with these tools is required; we’ll learn together as we go. By the end of this workshop, you’ll have a taste of Gen AI and the skills to explore this exciting field further on your own.


Join me in this AWS Bedrock Workshop and learn the HIGHLY DEMANDED skill...


#Change Log:

(02-Oct-2026)

1. Updated the complete course to align with AWS Bedrock AgentCore service that has replaced the AWS Bedrock Agents

2. Lectures include building and AIOPS Agent along with Tools and then ship the agent into AWS Bedrock AgentCore

(26-Oct-2025)

1. Updated the code in the GitHub repository inline with the latest langchain modules

2. Bedrock models don't need to be requested enabling, all models are enabled by default now

3. Included requirement.txt file and scripts to help you with the dependencies to be installed to run the chatbot on your system

4. Readme is updated with more instructions

5. Coming days, you'll see the lectures will be updated to reflect the changes.


Who this course is for:

  • Devops, developers and cloud engineers curious to know about Gen AI and AWS Bedrock AgentCore
  • Anyone who want to learn GenAI using hands-on
  • This is only Level 100, which means this workshop is meant only for beginners

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