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XBrain Learners

Weekly learning guides and project announcements for the XBrain AWS DevOps/CloudOps Foundation Program.

Program Overview

  • Duration: 7 weeks (Phase 1: Foundation)
  • Focus: AWS cloud architecture, infrastructure, and operations
  • Format: Mon-Wed courses + labs, Thu consolidation, Fri group presentations

Weekly Materials

Week Theme Guide Announcement Recordings Slides
W1 Propose & Map — Architecture diagram, on-prem to AWS mapping — — — —
W2 Storage & Identity — S3, EBS, IAM, VPC Learner Guide Project Announcement Recordings Slides
W3 Database & AI — RDS, DynamoDB, Bedrock Coming soon Coming soon Recordings Slides
W4 Data Pipelines — ETL, analytics, ML pipelines Coming soon Coming soon Recordings Slides
W5 Networking — VPC hardening, API Gateway, WAF Coming soon Coming soon — —
W6 Operations & Security — CloudWatch, auto-scaling, KMS Coming soon Coming soon — —
W7 Capstone Hackathon — Ship Production-Ready AI in 48 Hours Learner Guide Project Announcement Recordings Slides

How to Use

  • Learner Guide: Read before each week starts. Contains focus areas, hands-on tips, deliverables, and how to prepare for Friday presentations.
  • Project Announcement: The mission brief for the week. Describes what "done" looks like on Friday and how this week connects to the final W7 demo.

W7 Capstone Hackathon — extra materials

W7 is a 48-hour hackathon and ships with more student-facing material than other weeks:

Each starter app runs locally with zero AWS credentials (SQLite + filesystem + local AI stub) and switches to AWS by flipping env vars. Sample data is sourced from HuggingFace (wikimedia/wikipedia for StudyBot, coastalcph/lex_glue LEDGAR for DocHub) — citations + licenses in each app's sample_data/SOURCES.md. BudgetBot ships with synthetic Vietnamese transactions (CC0).

Evaluation

You are evaluated on:

  • Group presentation — Your team's architecture quality, AWS design, and deployment demo
  • Individual QnA — Your ability to explain decisions when called on randomly during presentations
  • Daily checkpoints — Kahoot and other games during Mon-Wed
  • Peer evaluation — Your teammates rate your contribution
  • Classroom participation — Daily engagement tracked

Questions?

Reach out to your group mentor or post in the training Slack channel.

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