SMBUD - Systems and Methods for Big and Unstructured Data
Summary built from the slides of lessons and exercises, plus the professor's notes.
Contents
01-02 Big Data and data-driven decisions
Slides: https://webeep.polimi.it/pluginfile.php/228925/mod_resource/content/2/SMBUD-01-bigdata_compressed.pdf
03 ER and Relational Data Models
Lesson: https://webeep.polimi.it/mod/resource/view.php?id=30596 Exercises: https://webeep.polimi.it/mod/resource/view.php?id=32921
04 Data ingestion and API
Lesson: https://webeep.polimi.it/mod/resource/view.php?id=33753 Exercises: https://webeep.polimi.it/mod/resource/view.php?id=35658
05 NoSQL introduction
Slides: https://webeep.polimi.it/mod/resource/view.php?id=37378
06 Graph Stores
Slides: https://webeep.polimi.it/mod/resource/view.php?id=39780 Exercises: https://webeep.polimi.it/mod/resource/view.php?id=41461
07 Document Databases
Slides: https://webeep.polimi.it/mod/resource/view.php?id=42228 Exercises: https://webeep.polimi.it/mod/resource/view.php?id=44139
08 Key-value Databases
Slides: https://webeep.polimi.it/mod/resource/view.php?id=45426
09 Columnar Databases
Slides: https://webeep.polimi.it/mod/resource/view.php?id=49240 Exercises: https://webeep.polimi.it/mod/resource/view.php?id=48804
10 IR Based Databases - ELK
Slides: https://webeep.polimi.it/mod/resource/view.php?id=50601 Exercises: https://webeep.polimi.it/mod/resource/view.php?id=50926
11 Hadoop
Slides: https://webeep.polimi.it/mod/resource/view.php?id=52305
12-13 Hadoop Subprojects
Slides: https://webeep.polimi.it/mod/resource/view.php?id=52306
14 Data Wrangling
Slides: https://webeep.polimi.it/mod/resource/view.php?id=56288
Exam questions on design
2021 01 15 Q1 (10 points) Suppose you need to design the data model that supports the structure and organization of a university campus. The campus comprises several buildings. Each building has an…