Mastering Python Design Patterns

'SONG', a legendary fashion, art, and interiors concept store in Vienna was founded in the 1990s by Myung-il Song. As an early outpost of edgy design and emerging artists, it quickly became the city's

Blended language courses, which combine face-to-face and online instruction, are becoming increasingly popular due to the need for more flexible yet effective learning opportunities. This book recognizes the associated opportunities and challenges for teachers, and provides the rationale, strategies and tools to design blended learning courses or to guide the transition from fully face-to-face or fully online courses to blended instruction. The authors propose a framework based on four phases, Design, Build, Teach and Evaluate, which facilitates a systematic approach to course development. The volume simplifies the connection between theory and practice, by including examples that readers can relate to and immediately implement as they build or teach a course. Including case studies of successful implementations, and effective instructional strategies and techniques, this book is accessible even for teachers without previous experience in course design, whilst also acting as a referenc

🏆本書第一版曾經榮獲Jolt Productivity Award大獎🏆 挖掘隱藏在Twitter、Facebook、LinkedIn、Instagram與GitHub等熱門社群網站中的豐富數據。本書提供Python範例程式、Jupyter notebook與Docker檔可供練習。您可以從本書中，學到如何從社群媒體中挖掘各種寶貴的資料，像是某個人的人脈網路、現在的熱門話題，這些鄉民或網軍來自

This book provides a graduate level introduction to the economic modeling of strategic behavior. The goal is to teach economics doctoral students the tools of game theory and mechanism design that all

This book discusses on how teachers can use corporeal resources and (digital) tools to design learning experiences for their students. It advances the argument that the study of the teacher’s use of l

This book discusses on how teachers can use corporeal resources and (digital) tools to design learning experiences for their students. It advances the argument that the study of the teacher’s use of l

Oscar Wilde was one of the most influential writers on art and design in the late 19th century. Alongside his acclaimed plays, novel and short stories, he wrote and lectured extensively on the subject

First published in 1988: This comprehensive set is crucial to the basic understanding of the immune system and is an essential component of the design and implementation of improved immunization strat

Distinguished by their aesthetic of understated luxury and attention to fine detail, design firm Hare + Klein is synonymous with uncompromisingly comfortable, liveable interiors made exceptional by pi

Making Disability Modern: Design Histories brings together leading scholars from a range of disciplinary and national perspectives to examine how designed objects and spaces contributes to the meaning

Making Disability Modern: Design Histories brings together leading scholars from a range of disciplinary and national perspectives to examine how designed objects and spaces contributes to the meaning

This volume, Green Materials and Environmental Chemistry: New Production Technologies, Unique Properties, and Applications, takes a technical approach to address these issues using green design and an

This book presents a comprehensive EM design and analysis of low-profile patch arrays with High Impedance Surface-based ground plane and explains how to determine radiation mode Radar Cross-Section of

A valuable reference text for tunnelling specialists, owners, engineers, archaeologists, architects, artists and others involved in underground planning, design and building around the world, and

Urban Renewal and School Reform in Baltimore examines the role of the contemporary public school as an instrument of urban design.

Urban Renewal and School Reform in Baltimore examines the role of the contemporary public school as an instrument of urban design.

Celebrate your love of the HARRY POTTER™ films with this beautiful collection of three linen-textured, pocket-sized notebooks, each featuring a unique and stunning HOGWARTS™ GRYFFINDOR™ house design w

Celebrate your love of the HARRY POTTER™ films with this beautiful collection of three linen-textured, pocket-sized notebooks, each featuring a unique and stunning HOGWARTS™ HUFFLEPUFF™ house design w

Celebrate your love of the HARRY POTTER™ films with this beautiful collection of three linen-textured, pocket-sized notebooks, each featuring a unique and stunning HOGWARTS™ RAVENCLAW™ house design wi

Celebrate your love of the HARRY POTTER™ films with this beautiful collection of three linen-textured, pocket-sized notebooks, each featuring a unique and stunning HOGWARTS™ SLYTHERIN™ house design wi

This volume covers the technologies, machine tools, and operations of non-traditional machining processes, and assisted machining technologies. Design for machining, accuracy and surface integrity of

This covers the design, construction and environmental management of groundwater control and dewatering works for construction projects, for practising engineers, geologists and hydrogeologists, and M

What is a good packaging design? It must accurately convey information about the product through a combination of graphics, colours and text, and highlight any outstanding characteristics of the produ

This book, one of three, provides useful guidance to design, implement, maintain and improve its management effectiveness and is intended to provide readers with practical ‘how to’ methods for integra

This book, one of three, provides useful guidance to design, implement, maintain and improve its management effectiveness and is intended to provide readers with practical ‘how to’ methods for integra

‘Long and Deep Tunnels’ is a valuable reference text for tunnelling specialists, owners, engineers, archaeologists, architects, artists and others involved in underground planning, design and building

This beautiful hardback edition is a special Puffin Classic created in partnership with the world-famous V & A Museum, and has a stunning cover design inspired by the iconic fashion featured in th

In the spring of 1666 everyone's first reaction to a sudden death at the palace of White Hall is that the plague has struck, but the killing of Thomas Chiffinch was by design, not disease. Chiffinch w

The general focus in the book is on understanding the steady-state hydraulics that forms the basis of hydraulic design and computer modelling applied in water distribution. This book is the first volu

The general focus in the book is on understanding the steady-state hydraulics that forms the basis of hydraulic design and computer modelling applied in water distribution. This book is the first volu

Practical and accessible, this book comprehensively covers everything you need to know to design, develop, and deliver successful online, blended, and flipped language courses, grounded in the princip

Practical and accessible, this book comprehensively covers everything you need to know to design, develop, and deliver successful online, blended, and flipped language courses, grounded in the princip

全書共分為12章, 主要內容包括緒論、知識與知識表示、自動推理與專家系統、搜索算法與智能計算、機器學習、深度學習、計算機視覺、自然語言與語音處理、智能機器人以及大數據與區塊鏈、Python編程基礎等。

本書詳細闡述了與Elasticsearch 7.0相關的基本解決方案，主要包括管理映射、搜索功能詳解、文本和數字查詢、關係和地理查詢、聚合、Elasticsearch中的腳本、管理集群、備份和還原數據、用戶界面、使用採集模塊、Java集成、Scala集成、Python集成、插件開發、大數據集成等內容。此外，本書還提供了相應的示例、代碼，以幫助讀者進一步理解相關方案的實現過程。本書適合作為高等院校計

首先解釋異常檢測的含義、用途和重要性。講述使用Python中的Scikit-Learn進行異常檢測的統計和傳統機器學習方法, 隨後介紹深度學習, 詳細講述如何在Keras和Pythorch中建立和訓練深度學習模型, 然後重點描述如何將各類自動編碼器、受限的Boltzmann機器、RNN、LSTM以及時間卷積網絡應用於異常檢測。本書探討無監督和半監督異常檢測以及基於時間序列的異常檢測的基礎知識。閱讀本書後, 你將透徹瞭解異常檢測的基本任務, 以及傳統方法和深度學習等各種異常檢測方法。此外, 將瞭解Scikit-Learn, 並能在Keras和PyTorch中創建深度學習模型。

Understand the theoretical principles, key technologies and applications of UDNs with this authoritative survey. Theory is explained in a clear, step-by-step manner, and recent advances and open research challenges in UDN physical layer design, resource allocation and network management are described, with examples, in the context of B5G and 6G standardization. Topics covered include NOMA-based physical layer design, physical layer security. Interference management, 3D base station deployment, software defined UDNs, wireless edge caching in UDNs, UDN-based UAVs and field trials and tests. A perfect resource for graduate students, researchers and professionals who need to get up to speed on the state of the art and future opportunities in UDNs.

本書結合了多年的教學經驗和學生就業實習反饋情況，設置了Linux操作系統、Python程序設計和數據庫三個知識模塊，Linux操作系統部分介紹了開源社區廣泛使用的Linux操作系統的基礎知識、基本使用方法和基於Linux平臺的文件管理及應用管理技術； Python程序設計基礎部分介紹了基本編程技能和面向數據分析處理的實踐應用案例，使用學生掌握使用Python語言進行數據分析處理的能力；數據庫技術部分重點介紹了與數據分析處理相關的數據庫基本理論、SQL分析處理技術及數據庫實踐應用案例。本書通過案例化教學設計培養學生面向未來大數據分析崗位在系統平臺、程序設計和數據管理方面的實用技能，為學習大數據分析的相關課程打下良好的計算機基礎。

This book is devoted to five main principles of algorithm design: divide and conquer, greedy algorithms, thinning, dynamic programming, and exhaustive search. These principles are presented using Haskell, a purely functional language, leading to simpler explanations and shorter programs than would be obtained with imperative languages. Carefully selected examples, both new and standard, reveal the commonalities and highlight the differences between algorithms. The algorithm developments use equational reasoning where applicable, clarifying the applicability conditions and correctness arguments. Every chapter concludes with exercises (nearly 300 in total), each with complete answers, allowing the reader to consolidate their understanding and apply the techniques to a range of problems. The book serves students (both undergraduate and postgraduate), researchers, teachers, and professionals who want to know more about what goes into a good algorithm and how such algorithms can be expresse

Understand both uncoded and coded caching techniques in future wireless network design. Expert authors present new techniques that will help you to improve backhaul, load minimization, deployment cost reduction, security, energy efficiency and the quality of the user experience. Covering topics from high-level architectures to specific requirement-oriented caching design and analysis, including big-data enabled caching, caching in cloud-assisted 5G networks, and security, this is an essential resource for academic researchers, postgraduate students and engineers working in wireless communications.

This title is dedicated to a common and very frequent construction task in Switzerland and Austria: the detached house. Current design trends and new interpretations of alpine building cultures, diffe