| Resource | Why It’s Useful | Access | |----------|----------------|--------| | Database Systems: The Complete Book – Hector Garcia‑Molina, Jeff Ullman, Jennifer Widom | Classic theory + modern practice (SQL, NoSQL). | Campus library / Amazon | | Designing Data‑Intensive Applications – Martin Kleppmann | Deep dive into reliability, scalability, and data‑pipeline patterns. | O’Reilly | | Data Engineering with Python – Paul Crickard | Hands‑on Spark, Airflow, dbt, and cloud‑native pipelines. | O’Reilly | | SQL Performance Explained – Markus Winand | Practical indexing & query‑plan optimisation. | O’Reilly | | The Data Warehouse Toolkit – Ralph Kimball | Dimensional modeling fundamentals. | Amazon | | Online – Stanford CS 245: Database Systems (lecture videos + slides) | Concise, high‑quality video explanations. | https://cs245.stanford.edu | | Online – Databricks Academy (Free Spark fundamentals) | Interactive notebooks for Spark. | https://academy.databricks.com | | GitHub – awesome‑data‑engineering list | Curated tools, articles, and tutorials. | https://github.com/igorbarinov/awesome-data-engineering |
Tip: Keep a digital “resource map” (e.g., Notion page) linking each lecture topic to the exact chapter, article, or video that covers it. This makes revision and deep‑dive research painless. MIDE-400
| Assessment | Weight | Format | |------------|--------|--------| | Quizzes (Weeks 2, 4, 8) | 10 % | 15‑minute online MCQs (SQL, theory) | | Mid‑term Exam | 25 % | 90‑minute closed‑book (design & short‑answer) | | Lab Grades (cumulative) | 20 % | Lab reports + code repository | | Capstone Project | 35 % | As described above | | Participation (forum, office‑hours) | 10 % | Attendance, contribution to discussion board | | Resource | Why It’s Useful | Access
Grading tip: Use an automated grading script for the SQL‑quiz portion (e.g.,
pgTAPfor PostgreSQL) to give rapid feedback. Tip: Keep a digital “resource map” (e
In the vast and ever-evolving landscape of Japanese Adult Video (JAV), certain production codes become legendary. They are more than just serial numbers on a spine; they represent a convergence of star power, directorial vision, and thematic timing. One such code that continues to generate significant search volume and collector interest is MIDE-400.
For enthusiasts and researchers of the genre, MIDE-400 is not just another release from the Moodyz label (under the premium "MIDE" series, which typically denotes high-budget, narrative-driven productions). It is a benchmark title. This article provides a comprehensive breakdown of the film, its star, its significance in the "big data" era of JAV, and why it remains a relevant search term years after its release.