Handbook of Computer Programming with Python
Xanthidis, Dimitrios, Manolas, Christos, Wang, Han-I
相關主題
商品描述
Handbook of Computer Programming with Python provides a hands-on experience based on the underlying topics, and assist students and faculty members in developing their algorithmic thought process and developing programs for given computational problems. It can be also 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, Network Programming, Data Analytics and Visualization, Statistical Analysis, Virtual Reality, Web Development, Machine Learning, 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 computer science, information systems, and information technology students, or anyone who is involved in computer programming, data analytics, HCI-GUI, and related disciplines, at an entry-to-intermediate level.
商品描述(中文翻譯)
《Python程式設計手冊》提供基於相關主題的實踐經驗，協助學生和教職員發展他們的演算法思維，並為特定的計算問題開發程式。它也可供具備必要的理論和計算思維背景，但目前正在轉向Python的專業人士使用。
主要特點：
- 討論基本程式設計原則、物件導向程式設計原則、資料庫程式設計、圖形使用者介面程式設計、網路程式設計、資料分析與視覺化、統計分析、虛擬實境、網頁開發、機器學習、深度學習等概念。
- 提供所有討論概念的程式碼和輸出。
- 每章結尾附有案例研究。
這本手冊將對計算機科學、資訊系統和資訊技術學生，以及任何從事計算機程式設計、資料分析、人機介面設計和相關學科的人士，提供入門到中級水平的幫助。
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，他一直在各種高等教育機構教授計算機科學課程，專注於編程和軟件開發，以及數據結構和數據庫。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著數據科學、機器學習/深度學習、虛擬/擴增現實和新興技術等主題。
Christos Manolas 擁有約克大學（英國）的立體3D媒體博士學位，以及後期製作（碩士）、音樂技術（碩士）、音樂表演、軟件開發和媒體製作等學位和資格。Christos的職業生涯包括20多年的軟件開發人員、音樂家、音頻製作人和教育工作者。他的研究興趣包括多模態（視聽）知覺、空間音頻、互動和沉浸式媒體（虛擬現實/擴增現實/混合現實），以及數字技術對媒體製作的影響和作用。
Ourania K. Xanthidou 是倫敦布魯內爾大學的博士研究生。她擁有馬來亞大學的計算機科學碩士學位。她在中小企業的IT部門提供支持的IT行業參與超過15年，並在高等教育領域擁有超過5年的教學經驗。Ourania的研究興趣涉及電子健康、智能健康、數據庫、Web應用程序開發和面向對象編程，重點是虛擬現實/擴增現實應用開發。
Han-I Wang 擁有約克大學（英國）的健康經濟學博士學位。Han-I在研究助理的職位上工作了10多年，先是在流行病學和癌症統計組（ECSG），然後加入了約克大學（英國）的心理健康和成癮研究組（MHARG）。她的專業領域涵蓋成本分析、健康結果研究和使用複雜患者級數據進行決策建模，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、患者生活質量和壽命方面的應用相關。
