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comp-data / 2022-2023

The GitHub repository containing all the material related to the Data Science course of the Digital Humanities and Digital Knowledge degree at the University of Bologna (a.a. 2022/2023).
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Data Science

This space contains all the material related to the Data Science course of the Digital Humanities and Digital Knowledge degree at the University of Bologna.

Academic year 2022/2023

Table of content

Material

Keys:

  1. [30/01/23, the] Introduction to the course and final project specifications

  2. [03/02/23, the] What is a datum and how it can be represented computationally

  3. [06/02/23, hon] Data formats and methods for storing data in Python

  4. [08/02/23, the] Introduction to data modelling

  5. [10/02/23, hon] Implementation of data models via Python classes

  6. [15/02/23, the] Processing and querying the data

  7. [17/02/23, hon] Introduction to Pandas

  8. [22/02/23, the] Database Management Systems

  9. [24/02/23, hon] Configuring and populating a relational database

  10. [27/02/23, the] SQL, a query language for relational databases

  11. [01/03/23, hon] Configuring and populating a graph database

  12. [06/03/23, the] SPARQL, a query language for RDF databases

  13. [08/03/23, hon] Interacting with databases using Pandas

  14. [09/03/23, the] Describing and visualising data

  15. [10/03/23, hon] Descriptive statistics and graphs about data using Pandas

Schedule

30/01/202312:30-14:30Introduction to the course and final project specifications
03/02/202312:30-14:30What is a datum and how it can be represented computationally
06/02/202312:30-14:30Data formats and methods for storing data in Python
08/02/202312:30-14:30Introduction to data modelling
10/02/202312:30-14:30Implementation of data models via Python classes
15/02/202312:30-14:30Processing and querying the data
17/02/202312:30-14:30Introduction to Pandas
22/02/202312:30-14:30Database Management Systems
24/02/202312:30-14:30Configuring and populating a relational database
27/02/202312:30-14:30SQL, a query language for relational databases
01/03/202312:30-14:30Configuring and populating a graph database
06/03/202312:30-14:30SPARQL, a query language for RDF databases
08/03/202312:30-14:30Interacting with databases using Pandas
09/03/202314:30-16:30Describing and visualising data
10/03/202312:30-14:30Descriptive statistics and graphs about data using Pandas

Exam sessions

Links