Modern Data Formats

Garant předmětu:

Petr Pauš

Lecturer:

Petr Pauš

Tutor:

Petr Pauš

Supervisor:

Department of Software Engineering

Synopsis:

The goal of the course is to give an overview of commonly used data formats for typical types of data. There will be a description of each data type and the data formats used for that data type along with tools available to work with such data. After finishing the course, the students should know how to work with common data, e.g. on the Web.

Requirements:

None

Syllabus of lectures:

1. Introduction: Data models, data formats, data schemas, text-based and binary formats, standardization, validation, URI

2. XML-based formats - XML, XPath, XSLT, XSD

3. Additional hierarchical formats - JSON, JSON schema, YAML

4. Graph formats - RDF, JSON-LD

5. Query languages for graph formats - SPARQL

6. Traditional text formats - CSV, Plain text, INI

Syllabus of tutorials:

1. Basics of data modeling - UML class diagrams

2. Working with data in XML - XML, XPath, XSLT, XSD

3. Working with data in additional hierarchical data formats - JSON, JSON schema, YAML

4. Working with data in graph data formats - RDF, JSON-LD

5. Querying data in graph data formats - SPARQL

6. Working with data in traditional text formats - CSV, Plain text, INI

Study Objective:

Study materials:

1. Heath T., Bizer C. - Linked Data: Evolving the Web into a Global Data Space (1st Edition), Morgan & Claypool, 2011, 9781608454303

2. Kay M. - XSLT 2.0 and XPath 2.0 Programmer's Reference (4th Edition), Wiley, 2008, 978-0470192740

3. McPeak J. - Beginning JavaScript (5th Edition), Wiley, 2015, 978-1-118-90374-2

Note:

Further information:

https://courses.fit.cvut.cz/BI-MDF/

Time-table for winter semester 2024/2025:

Time-table is not available yet

Time-table for summer semester 2024/2025:

Time-table is not available yet

The course is a part of the following study plans:

• Bachelor specialization Information Security, in Czech, 2021 (elective course)
• Bachelor specialization Management Informatics, in Czech, 2021 (elective course)
• Bachelor specialization Computer Graphics, in Czech, 2021 (elective course)
• Bachelor specialization Computer Engineering, in Czech, 2021 (elective course)
• Bachelor program, unspecified specialization, in Czech, 2021 (VO)
• Bachelor specialization Web Engineering, in Czech, 2021 (PS)
• Bachelor specialization Artificial Intelligence, in Czech, 2021 (elective course)
• Bachelor specialization Computer Science, in Czech, 2021 (elective course)
• Bachelor specialization Software Engineering, in Czech, 2021 (elective course)
• Bachelor specialization Computer Systems and Virtualization, in Czech, 2021 (elective course)
• Bachelor specialization Computer Networks and Internet, in Czech, 2021 (elective course)