AWS Cloud Quest is a role-based learning game that helps you build practical AWS skills through exercises and hands-on activities using AWS services. Within AWS Cloud Quest, there are roles you can choose from several technical domains. After starting AWS Cloud Quest, choose the Machine Learning Role to explore solution building assignments that aid you with building solutions using AWS AI services.
AWS Cloud Quest - Machine Learning Role
The Cloud Quest Machine Learning role will guide you on implementing solutions using AWS AI services. You will build, train, and deploy Machine Learning models, as well as integrate AWS AI services into solutions. You will gain hands on experience with AI/ML topics like generative AI, large language models, reinforcement learning, anomaly detection, text to speech, transcription and computer vision.
How does it work?
Players enter a virtual city and choose a pre-defined role like "Security Specialist", “Serverless Developer” or “Machine Learning", that enable quests tailored to the chosen role. As players progress through the game, they will earn rewards and status for completing activities that unlock new learning areas.
Machine Learning Role Assignments
Cloud Computing Essentials Amazon S3
Cloud First StepsAmazon EC2, AWS Infrastructure
Computing SolutionsAmazon EC2
Cloud EconomicsAmazon EC2, AWS Pricing Calculator
Networking ConceptsAmazon EC2, Amazon VPC
Databases in PracticeAmazon Relational Database Service (RDS)
Serverless FoundationsAWS Lambda
Core Security ConceptsAWS Identity and Access Management (IAM), Amazon Relational Database Service (RDS), Amazon EC2
Data Ingestion MethodsAmazon Kinesis
Image and Video AnalysisAmazon Rekognition
Text-to-SpeechAmazon Polly
Extract Text from DocsAmazon Textract
Set Up an ML EnvironmentAmazon SageMaker
Introduction to Generative AIAmazon S3, Amazon SageMaker, Amazon API Gateway, Amazon CloudFront, AWS Lambda
Fine-Tuning an LLM on Amazon SageMaker Amazon CloudFront, Amazon SageMaker, AWS Lambda, Amazon S3, Amazon API Gateway
Customer SentimentAmazon Comprehend
Speech-to-TextAmazon Transcribe
Spy Drones DetectionAmazon SageMaker
Anomaly DetectionAmazon SageMaker
Bring Your Own Model (BYOM)Amazon SageMaker
Tensorflow and Computer VisionAmazon SageMaker,
Reinforcement LearningAmazon SageMaker
Get Home SafeAmazon SageMaker
