AWS Jam Journey: Generative AI

AWS Jam Journey: Generative AI 

Challenge difficulty levels included:

• 2 easy

• 1 intermediate

• 3 hard

AWS Jam is based upon three core principles:

Play
Interactive challenges build skills in a fun and engaging way. Learn
Gain practical skills for real-world scenarios with AWS services. Apply
Show proficiency and earn points by completing challenges.

Prerequisites

We highly recommend attendees of this Jam Journey to possess the following prerequisites:   

• A solid understanding of AWS console services is beneficial, though not mandatory.

Challenge Information

Challenge TitlesServices UsedLearning ObjectivesLet AI create art for youAmazon SageMaker, Amazon S3

• Use Amazon SageMaker to deploy a foundation model.

Lost-in-translationAmazon Translate, Amazon S3,  AWS Cloud9

• Implement Amazon CodeWhisperer and how to utilize the recommendations to generate functions and code-snippets quickly.

Imagine the ImpossibleAmazon SageMaker, Amazon S3

• Use Amazon SageMaker Jumpstart to deploy GenAI models.
• Acknowledge how to use prompt engineering for creative content generation.

SageMaker Jumpstart's LLMAmazon Sagemaker

• Employ Amazon SageMaker foundation model through Jupyter Notebook
• Assess Models, and distinct between the Foundation Model and Instruct Model. 

Use SageMaker JumpStart to build ChardesAmazon ECS , Amazon Sagemaker, Amazon ECR, Amazon CloudFront, Amazon S3

• Create Amazon SageMaker Notebook instance
• Load and work with Jupyter Notebook
• Deploy Amazon SageMaker model Endpoints
• Configure AWS CDK (Cloud Development Kit) for Deploying application

Abandon loneliness - Make a virtual chatbot friend!Amazon Sagemaker, Elasticsearch Service, Amazon Athena

• Fine tune LLM for specific target on Amazon SageMaker
• Update an existing knowledge base with Amazon Athena and OpenSearch to expand bot's breadth of knowledge

  

Are you new to Jam Journey? Jam Journey provides a gamified learning experience that allows individuals to gain hands-on experience with AWS services and solutions through simulated, real-world scenarios. The environment is gamified, featuring challenges, tasks, points, and clues that are typical of a gaming experience, providing self-paced lab activities. Don't miss out on this amazing opportunity to enhance your AWS cloud skills and knowledge!