Mide-400 ((link)) Jun 2026

| Strategy | How‑to‑Do‑It | |----------|--------------| | | Break each week into concept → example → practice ; allocate 2 hrs for reading, 2 hrs for hands‑on, 1 hr for review. | | Build a “cheat‑sheet” | One‑page PDF for each major tool (SQL syntax, Spark functions, Airflow operators). Update it after each lab. | | Version‑control everything | Keep a dedicated GitHub repo for each lab and the project. Commit at least daily – it’s both a habit and a safety net. | | Pair‑program on labs | Rotate partners every 2 weeks; you’ll catch bugs faster and reinforce concepts. | | Office‑hours prep | Come with a specific question and a minimal reproducible example (code + error). | | Mock‑exam | One week before the mid‑term, run a 30‑minute timed quiz drawn from past weeks. | | Performance benchmarking | For every major query or Spark job, record execution time before/after optimisation. Include these numbers in your final report – they count toward the “Performance” rubric. | | Document as you go | Use Markdown README.md files, diagram tools (draw.io, dbdiagram.io), and Jupyter notebooks. Good documentation = higher project grade. | | Leverage community | Stack Overflow, r/Database, r/dataengineering, and the #data‑engineering Slack channel (if your department has one). Cite any external solutions you adapt. |

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One fateful night, a group of hackers, known only by their handles, "Zero Cool," "Maverick," and "Acid Burn," infiltrated New Eden's systems. They had been tracking the development of the MIDE-400, motivated by a desire to prevent its potential for abuse. | | Office‑hours prep | Come with a