Introduction to Data Systems : Building from Python /

Encompassing a broad range of forms and sources of data, this textbook introduces data systems through a progressive presentation. Introduction to Data Systems covers data acquisition starting with local files, then progresses to data acquired from relational databases, from REST APIs and through we...

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Bibliographic Details
Main Authors:	Bressoud, Thomas (Author), White, David (Author)
Corporate Author:	SpringerLink (Online service)
Format:	eBook
Language:	English
Published:	Cham : Springer International Publishing : Imprint: Springer, 2020.
Edition:	1st ed. 2020.
Subjects:	Data mining. Data structures (Computer science). Artificial intelligence. Computers. Big data. Python (Computer program language). Data Mining and Knowledge Discovery. Data Structures and Information Theory. Artificial Intelligence. Information Systems and Communication Service. Big Data. Python. Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

Part I Foundation
1. Introduction
2. File Systems and File Processing
3. Python Native Data Structures
4. Regular Expressions
Part II Data Systems: The Data Models
5. Data Systems Models
6. Tabular Model: Structure and Formats
7. Tabular Model: Access Operations and pandas
8. Tabular Model: Advanced Operations and pandas
9. Tabular Model: Transformations and Constraints
10. Relational Model: Structure and Architecture
11. Relational Operations: Single Table
12. Relational Operations: Multiple Tables
13. Relational Database Programming
14. Relational Model: Design, Constraints, and Creation
15. Hierarchical Model: Structure and Formats
16. Hierarchical Model: Operations and Programming
17. Hierarchical Model: Constraints
Part III Data Systems: The Data Sources
18. Overview of Data Systems Sources
19. Networking and Client-Server
20. The HyperText Transfer Protocol
21. Interlude: Client Data Acquisition
22. Web Scraping
23. RESTful Application Programming Interfaces
24. Authentication and Authorization.