AI & Analytics on AWS
Turning raw data into insight — Glue, Athena, and Redshift for analytics pipelines, QuickSight for dashboards, and where SageMaker/Bedrock fit (see the dedicated AI Engineering section for deep ML/LLM content).
Glue, Athena & Redshift
intermediate~2hProAWS's core analytics pipeline services — cataloging and transforming data with Glue, querying it directly in S3 with Athena, and loading it into a data warehouse with Redshift.
Data Lake Architecture on AWS
advanced~1.5hProCombining S3, Glue, Athena, and Lake Formation into a single architecture pattern for storing and analyzing data at any scale, in any format.
Amazon QuickSight
beginner~1hProAWS's managed business intelligence service — interactive dashboards over your data with no infrastructure to manage.
AWS AI/ML Services: SageMaker & Bedrock Overview
beginner~1.5hProA brief map of AWS's machine learning and generative AI services and where each fits — deep coverage of LLMs, RAG, and AI engineering lives in CrackLab's dedicated AI Engineering and Gen AI sections.