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Handbook of Computer Programming with Python

Medium: Buch
ISBN: 978-0-367-68777-9
Verlag: Chapman and Hall/CRC
Erscheinungstermin: 12.12.2022
Lieferfrist: bis zu 10 Tage

This handbook provides a hands-on experience based on the underlying topics, and assists students and faculty members in developing their algorithmic thought process and programs for given computational problems. It can also be used by professionals who possess the necessary theoretical and computational thinking background but are presently making their transition to Python.

Key Features:

- Discusses concepts such as basic programming principles, OOP principles, database programming, GUI programming, application development, data analytics and visualization, statistical analysis, virtual reality, data structures and algorithms, machine learning, and deep learning

- Provides the code and the output for all the concepts discussed

- Includes a case study at the end of each chapter

This handbook will benefit students of computer science, information systems, and information technology, or anyone who is involved in computer programming (entry-to-intermediate level), data analytics, HCI-GUI, and related disciplines.


Produkteigenschaften


  • Artikelnummer: 9780367687779
  • Medium: Buch
  • ISBN: 978-0-367-68777-9
  • Verlag: Chapman and Hall/CRC
  • Erscheinungstermin: 12.12.2022
  • Sprache(n): Englisch
  • Auflage: 1. Auflage 2022
  • Produktform: Gebunden, HC gerader Rücken kaschiert
  • Gewicht: 1366 g
  • Seiten: 630
  • Format (B x H x T): 183 x 260 x 38 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

Herausgeber

Chapter 1 Introduction

Dimitrios Xanthidis, Christos Manolas, Ourania K. Xanthidou, and Han-I Wang

Chapter 2 Introduction to Programming with Python

Ameur Bensefia, Muath Alrammal, and Ourania K. Xanthidou

Chapter 3 Object-Oriented Programming in Python

Ghazala Bilquise, Thaeer Kobbaey, and Ourania K. Xanthidou

Chapter 4 Graphical User Interface Programming with Python

Ourania K. Xanthidou, Dimitrios Xanthidis, and Sujni Paul

Chapter 5 Application Development with Python

Dimitrios Xanthidis, Christos Manolas, and Hanêne Ben-Abdallah

Chapter 6 Data Structures and Algorithms with Python

Thaeer Kobbaey, Dimitrios Xanthidis, and Ghazala Bilquise

Chapter 7 Database Programming with Python

Dimitrios Xanthidis, Christos Manolas, and Tareq Alhousary

Chapter 8 Data Analytics and Data Visualization with Python

Dimitrios Xanthidis, Han-I Wang, and Christos Manolas

Chapter 9 Statistical Analysis with Python

Han-I Wang, Christos Manolas, and Dimitrios Xanthidis

Chapter 10 Machine Learning with Python

Muath Alrammal, Dimitrios Xanthidis, and Munir Naveed

Chapter 11 Introduction to Neural Networks and Deep Learning

Dimitrios Xanthidis, Muhammad Fahim, and Han-I Wang

Chapter 12 Virtual Reality Application Development with Python

Christos Manolas, Ourania K. Xanthidou, and Dimitrios Xanthidis

Appendix: Case Studies Solutions