One workshop. One day. Real infrastructure.
Each workshop is one focused topic, one day, real infrastructure — no toy datasets. Book instructor-led delivery for your team or explore the free guides.
Build an AWS Data Lake
Ingest raw data into S3, crawl schema with Glue, transform CSV to Parquet with PySpark ETL, and query with Athena. The foundation of every AWS data platform.
Event-Driven Ingestion on AWS
Wire S3 events to SQS and Lambda to build an event-driven ingestion pipeline. Three patterns: S3→SQS→Lambda, direct S3→Lambda, and Lambda-as-ETL.
Data Governance with Lake Formation
Apply row-level, column-level, and tag-based access control to a live data lake using AWS Lake Formation. Real multi-persona access scenarios.
Redshift Serverless & Analytics
Stand up Redshift Serverless, query S3 directly with Spectrum, and run federated queries against Aurora PostgreSQL. Covers the analytics tier end-to-end.
Change Data Capture with AWS DMS
Capture row-level changes from a PostgreSQL source using AWS DMS and land them in S3 or a target database. Covers full load plus ongoing replication.
OpenSearch for Data Engineers
Ingest processed data from your data lake into OpenSearch, build search queries, and create operational dashboards. Adds a real-time search and observability layer to the data platform.
AWS IAM Policies in Practice
Read, predict, and write IAM policies using a real sandbox policy as the textbook. Six exercises from basic allow/deny logic to least-privilege policy design from scratch.
Databricks Lakehouse Foundations
Build a Bronze → Silver → Gold Medallion Architecture pipeline in a real Databricks workspace. Covers Delta Lake, Unity Catalog governance, and Lakeflow orchestration.
AI Data Agent with db-agent
Deploy a production text-to-SQL agent against your data warehouse. Covers schema-aware query generation, SELECT-only safety guardrails, and LLM endpoint configuration.
Want these delivered for your team?
We scope the right workshops for your team's skill level, set up the lab environments, and deliver instructor-led. 30-minute call to align on scope, no obligation.
Book a discovery callQuestions? ck@becloudready.com