Название: Handbook of Computer Programming with Python
Автор: Dimitrios Xanthidis, Christos Manolas, Ourania K. Xanthidou
Издательство: CRC Press
Год: 2023
Страниц: 631
Язык: английский
Формат: pdf (true)
Размер: 45.4 MB

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.

Audience:
This book focuses on students of computer science, information systems, and information technology, or anyone who is involved in computer programming, data analytics, HCI-GUI, and related disciplines, at an entry-to-intermediate level. This book aims to provide a hands-on experience based on the underlying topics, and assist 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.

Considering the above, this book includes a wealth of examples and the associated Python code and output, presented in a context that also discusses the underlying concepts and their applications. It also provides key concepts in the form of quick access observations, so that the reader can skim through the various topics. Observations can be used as a reference and navigation tool, or as reminders for points for discussion and in-class presentation in the case of using this book as a teaching resource. Chapters are also accompanied by related exercises and case studies that can be used in this context, and their solutions are provided in the Appendix at the end of this book.