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.

• Data Science
  • Academic year 2021/2022
    • Table of content
    • Material
    • Schedule
    • Exam sessions
  • Links

Keys:

• the = theoretical lecture
• hon = hands-on session

1. [31/01/22, the] Introduction to the course and final project specifications

   • slides: PDF

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2. [02/02/22, the] What is a datum and how it can be represented computationally

   • slides: PDF

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3. [04/02/22, hon] Data formats and methods for storing data in Python

   • material: GitHub

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4. [07/02/22, the] Introduction to data modelling

   • slides: PDF

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5. [09/02/22, hon] Implementation of data models via Python classes

   • material: GitHub

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6. [11/02/22, the] Processing and querying the data

   • slides: PDF

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7. [14/02/22, hon] Introduction to Pandas

   • material: GitHub

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8. [16/02/22, the] Database Management Systems

   • slides: PDF

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9. [18/02/22, hon] Configuring and populating a relational database

   • material: GitHub

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10. [21/02/22, the] SQL, a query language for relational databases

    • slides: PDF

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11. [23/02/22, hon] Configuring and populating a graph database

    • material: GitHub

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12. [25/02/22, the] SPARQL, a query language for RDF databases

    • slides: PDF

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13. [28/02/22, hon] Interacting with databases using Pandas

    • material: GitHub

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14. [02/03/22, the] Describing and visualising data

    • slides: PDF

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15. [04/03/22, hon] Descriptive statistics and graphs about data using Pandas

    • material: GitHub

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• 16 May 2022
• 20 June 2022
• 15 July 2022
• 5 September 2022

• Project information