Introduction to Python Programming And Data Structure By Liang

Designed as a textbook for a one or two-term introduction to mathematical statistics for students training to become data scientists, Foundations of Statistics for Data Scientists: With R and Python is an in-depth presentation of the topics in statistical science with which any data scientist should be familiar, including probability distributions, descriptive and inferential statistical methods, and linear modelling. The book assumes knowledge of basic calculus, so the presentation can focus on 'why it works' as well as 'how to do it.' Compared to traditional "mathematical statistics" textbooks, however, the book has less emphasis on probability theory and more emphasis on using software to implement statistical methods and to conduct simulations to illustrate key concepts. All statistical analyses in the book use R software, with an appendix showing the same analyses with Python.The book also introduces modern topics that do not normally appear in mathematical statistics texts but ar

★ 探討「生物設計×人工智慧」如何重塑建築與城市未來★ 從都市微生物到地質尺度，拓展設計的時間與空間想像★ 結合實務案例與學術研究，提出設計作為「共生系統」的全新觀點在人工智慧與氣候危機交織的當代，設計的角色正快速轉變。本書《Biodesign in the Age of Artificial Intelligence: Deep Green》由創新設計團隊 ecoLogicStudio 主導，延續其前作《Systemic Architecture》，進一步提出「設計智慧」不僅屬於數位領域，也深植於生物系統之中。全書分為兩大部分：第一部分「PhotoSynthetica™」聚焦於都市尺度的應用，透過介入城市微生物生態系，發展能即時回應環境的設計方案；第二部分「Deep Green」則將視野擴展至更宏觀的時空尺度，探索合成地景與長時間演化過程，將設計視為一種影響地理與地質的力量。作者結合於 University of Innsbruck 與 UCL Bartlett School of Architecture 的研究成果，提出設計應被理解為一種延伸的認知介面——一個具有感知能力、能與地球生命系統共演化的存在。在無法簡單「逆轉」氣候變遷的現實下，本書主張我們應建立新的正向變化動能，讓建築與設計成為維繫地球美感與生命力的重要角色。這不僅是一本關於未來設計的書，更是一份重新思考人類、科技與自然關係的深刻提案。Biodesign in the Age of Artificial Intelligence: Deep Green investigates the potential of nature-based technology for shaping the evolution of contemporary architecture and design. It takes on the now pervasive topic of design intelligence, extending its definition to encompass both biological and digital realms.As in their first title, Systemic Architecture: Operating Manual for the Se

This second edition provides a pedagogical introduction to cell mechanics and mechanobiology with quantitative descriptions and solved examples. It covers essential topics from single molecule mechanics to whole-cell responses, including cellular polymers, cytoskeleton networks, and mechanotransduction.

Introduction to Rehabilitation Engineering, Second Edition offers a concise yet thorough foundation in a critical and rapidly evolving field—inviting further exploration, innovation, and impact.

This book provides a significant contribution to the increasing conversation concerning the place of big data in education. Offering a multidisciplinary approach with a diversity of perspectives from international scholars and industry experts, chapter authors engage in both research- and industry-informed discussions and analyses on the place of big data in education, particularly as it pertains to large-scale and ongoing assessment practices moving into the digital space. This volume offers an innovative, practical, and international view of the future of current opportunities and challenges in education and the place of assessment in this context.

Fully updated throughout, with several new chapters, this second edition of Introduction to Inverse Problems in Imaging guides advanced undergraduate and graduate students in physics, computer science

Sixty years after its birth, Synthetic Aperture Radar (SAR) evolved as a key player of earth observation, and it is continually upgraded by enhanced hardware functionality and improved overall performance in response to user requirements. The basic information gained by SAR includes the backscattering coefficient of targets, their phases (the truncated distance between SAR and its targets), and their polarization dependence. The spatiotemporal combination of the multiple data operated on the satellite or aircraft significantly increases its sensitivity to detect changes on earth, including temporal variations of the planet in amplitude and the interferometric change for monitoring disasters; deformations caused by earthquakes, volcanic activity, and landslides; environmental changes; ship detection; and so on.Earth-orbiting satellites with the appropriate sensors can detect environmental changes because of their large spatial coverage and availability. Imaging from Spaceborne and Airbo

This book is an introduction to epistemology written with the student foremost in mind. It provides an overview of basic concepts and problems in the theory of knowledge and directly addresses a quest

In today’s rapidly evolving digital landscape, safeguarding critical data and systems has never been more vital—or more challenging. Systematic Security: A CISO’s Playbook by Timur Qader offers a groundbreaking guide to building a resilient and scalable security practice from the ground up. Blending real-world experience with practical insights, this book lays out a phased approach to security implementation.Timur begins with describing the current state of security and the landscape security professionals find themselves in that offer both opportunity and risk. He goes on to systematically address strategic design, operational efficiency, risk-based modeling, and a rapidly growing regulatory landscape. This essential resource provides step-by-step strategies for implementing a comprehensive security framework. Whether you''re launching a new security program or transforming an existing one, this book delivers actionable insights on governance, compliance, and advanced security operati

Statistics Explained, now in its fully revised Fourth Edition, is for students and researchers who wish to understand the statistical analyses used to analyse quantitative (numerical) research data in

The Art of Dance Composition: Writing the Body is an introduction to modern dance composition, providing clear and structured approaches to designing and defining movement that demystify the creative

The second edition of this easy-to-understand pocket guide remains an invaluable tool for students, assistant practitioners and radiographers. Providing an accessible introduction to the subject in a reader-friendly format, it includes diagrams and photographs to support the text. Each chapter provides clear learning objectives and a series of MCQs to test reader assimilation of the material.The book opens with overviews of image production, basic mathematics and imaging physics, followed by detailed chapters on the physics relevant to producing diagnostic images using X-rays and digital technologies. The content has been updated throughout and includes a new chapter on CT imaging and additional material on radioactivity, dosimetry, and imaging display and manipulation. Clark's Essential Physics in Imaging for Radiographers supports students in demonstrating an understanding of the fundamental definitions of physics applied to radiography ...all you need to know to pass your exams!

Cure Models: Methods, Applications and Implementation is the first book in the last 25 years that provides a comprehensive and systematic introduction to the basics of modern cure models, including es

This handbook presents a thorugh introduction to current topics of mathematical research in combinatorial algebraic geometry. Aimed at graduate students researching algebraic combinatorics and Lie theory, and experts in the field and Mathematicians looking for a centralized reference on the geometry and combinatorics of flag varieties.

Mothering and Archaeology brings to light new insights connecting mothering in the past and present by exploring all aspects of this important but frequently under-valued and thus neglected subject an

This book provides a comprehensive introduction to communication strategies in business with a focus on diversity management skills.

The Strategy and Tactics of Pricing is the most well-established and influential strategic pricing text available, relied on by practitioners and students globally as a core guide for value-based pricing. The book explains how to balance the ability to create and extract value through from markets by managing pricing decisions in a more strategic and profitable manner. Rather than calculating prices to cover costs or to achieve sales goals, readers will learn to frame more strategic choices that proactively influence customer perceptions of value, manage internal costs, and profitably shift demand curves.This edition features new discussions on harnessing concepts from behavioral economics as well as a refined "value cascade" to help organize the topics covered in this book. Readers will also benefit from:1.Major revisions to more than a third of the chapters, including an expanded discussion of the role of artificial intelligence and machine learning analytics tools to assist in the e

Unlocking Environmental Law is the essential introduction to this fascinating, controversial and fast-moving area of contemporary law, ensuring that you grasp the main concepts with ease, providing an

This book provides a general framework for learning sparse graphical models with conditional independence tests. It includes complete treatments for Gaussian, Poisson, multinomial, and mixed data; uni

This book critically assesses Christchurch, New Zealand as an evolving post-earthquake city. It examines the impact of the 2010-2011 Canterbury earthquake sequence, employing a chronological structure