Handbook of Computer Programming with Python (Python 電腦程式設計手冊)
Xanthidis, Dimitrios, Manolas, Christos, Xanthidou, Ourania K.
相關主題
商品描述
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.
商品描述(中文翻譯)
本手冊提供基於基本主題的實作經驗，並協助學生和教職員發展他們的演算法思維過程及針對特定計算問題的程式設計。它也可供具備必要理論和計算思維背景的專業人士使用，幫助他們順利過渡到 Python。
主要特色：
- 討論如基本程式設計原則、物件導向程式設計原則、資料庫程式設計、GUI 程式設計、應用程式開發、資料分析與視覺化、統計分析、虛擬實境、資料結構與演算法、機器學習及深度學習等概念
- 提供所有討論概念的程式碼及其輸出
- 每章節末尾包含案例研究
本手冊將惠及計算機科學、資訊系統及資訊科技的學生，或任何從事計算機程式設計（入門至中級）、資料分析、人機介面-GUI及相關學科的人士。
作者簡介
Dimitrios Xanthidis holds a PhD in Information Systems from University College London. For the past 25 years, he has been teaching computer science subjects with a focus on programming and software development, and data structures and databases in various tertiary education institutions. Currently, he is working in Higher Colleges of Technology in Dubai, U.A.E. Dimitrios' research interests and work revolve around the topics of data science, machine learning/deep learning, virtual/augmented reality, and emerging technologies.
Christos Manolas holds a PhD in Stereoscopic 3D Media (University of York, UK), and degrees and qualifications in Postproduction (MA), Music Technology (MSc), Music Performance, Software Development, and Media Production. Christos' career includes work as a software developer, musician, audio producer, and educator for over 20 years. His research interests include multimodal (audiovisual) perception, spatial audio, interactive and immersive media (VR/AR/XR), and generally the impact and role of digital technologies on media production.
Ourania K. Xanthidou is a PhD researcher at Brunel University, London. She holds an MSc in Computer Science from the University of Malaya, Kuala Lumpur, Malaysia. She has more than 15 years of involvement with the IT industry in the form of supporting IT departments of SMEs and more than 5 years of teaching experience in tertiary education. Ourania's research interests are in the areas of eHealth, smart health, databases, web application development, and object-oriented programming with a focus on application development for VR/AR/XR.
Han-I Wang holds a PhD in Health Economics from the University of York, UK. Han-I has been working as a research fellow for over 10 years, starting at the Epidemiology & Cancer Statistics Group (ECSG) before joining the Mental Health and Addiction Research Group (MHARG) at the University of York, UK. Her area of expertise spans across cost analysis, health outcome research, and decision modeling using complex patient-level data, and her main research interests are related with the exploration of different decision-modeling techniques and their application to predict healthcare expenditure, patients' quality of life, and life expectancy.
作者簡介(中文翻譯)
Dimitrios Xanthidis 擁有倫敦大學學院的資訊系統博士學位。在過去的 25 年中，他在各種高等教育機構教授計算機科學課程，專注於程式設計和軟體開發，以及資料結構和資料庫。目前，他在阿聯酋杜拜的高等技術學院工作。Dimitrios 的研究興趣和工作圍繞數據科學、機器學習/深度學習、虛擬/擴增實境以及新興技術等主題。
Christos Manolas 擁有英國約克大學的立體 3D 媒體博士學位，並擁有後期製作（碩士）、音樂科技（碩士）、音樂表演、軟體開發和媒體製作等學位和資格。Christos 的職業生涯包括超過 20 年的軟體開發者、音樂家、音頻製作人和教育工作者的工作。他的研究興趣包括多模態（視聽）感知、空間音頻、互動和沉浸式媒體（VR/AR/XR），以及數位技術對媒體製作的影響和角色。
Ourania K. Xanthidou 是倫敦布魯內爾大學的博士研究生。她擁有馬來西亞吉隆坡馬來亞大學的計算機科學碩士學位。她在資訊科技產業有超過 15 年的經驗，主要支持中小企業的 IT 部門，並在高等教育中擁有超過 5 年的教學經驗。Ourania 的研究興趣集中在電子健康、智慧健康、資料庫、網頁應用程式開發以及以應用開發為重點的物件導向程式設計，特別是針對 VR/AR/XR 的應用開發。
Han-I Wang 擁有英國約克大學的健康經濟學博士學位。Han-I 在研究領域工作超過 10 年，最初在流行病學與癌症統計小組（ECSG）工作，之後加入約克大學的心理健康與成癮研究小組（MHARG）。她的專業領域涵蓋成本分析、健康結果研究和使用複雜病人層級數據的決策建模，她的主要研究興趣與探索不同的決策建模技術及其在預測醫療支出、病人生活品質和預期壽命方面的應用有關。
