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

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

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

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

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.

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

The Web of Things (WoT) is a concept that describes approaches, programming tools and software architectural systems, which interface networks of real-world objects with the World Wide Web. The book is organized into 11 chapters, each focusing on a unique wireless technological aspect of the Web of Things, and it aims to comprehensively cover each of its various applications, including:A strong emphasis on WoT problems and solutions, identifying the main open issues, innovations and latest technologies behind WoTA blend of theoretical and simulation-based problems for better understanding of the concepts behind WoTVarious exemplifying applications in which the use of WoT is very attractive and an inspiration for future applicationsThe book will be useful to researchers, software developers and undergraduate and postgraduate students, as well as practitioners.

This book explores the potential for conflict between international trade and international environmental treaties by assessing the relationship between WTO Agreements and the Cartagena Protocol on Biosafety. It will be useful to scholars of international economic law, international environmental law and public international law.

This book deals with a careful presentation of the principles on which the physical problems are based and the mathematical treatment of the problems. The fundamental solution is used as in classical potential theory to construct solutions to initial and certain boundary value problems for the linear Stokes equations.

An introductory review of electric energy using examples, numerical calculations and theory to describe the basic elements of the field. Coverage includes electric infrastructure, the grid, system operations, renewable energy, alternating current circuits, three-phase power, power electronics, blackouts and future power systems.

Lifetime Carbon Debt shows how individuals can help global efforts to reduce greenhouse gas emissions by addressing their own annual and lifetime emissions.

This book fills a lacuna in the English-language literature dealing with Norway and the Holocaust by focusing on how Norwegian Jews and those who facilitated their rescue remembered the experience of

The world is periodically consumed in violence, in recent years by the Russian invasion of Ukraine, Hamas’ October 7th terrorism in Israel, and by the genocide of Palestinians in Gaza by Israelis in response. To this world-historical situation, this book attempts a curriculum studies response.

This book introduces Brazilian aviation law to professionals by laying out and discussing the applicable laws and competent authorities on essential elements of civil aviation to help professionals na

This book brings together a group of international scholars to discuss theoretical and comparative considerations of judicial accountability. Accountability of the judiciary is an essential element in a democratic state ruled by law. Its design must take into account the need to ensure both the legitimacy of the judiciary and its independence. The work discusses accountability in the light of recent research, including studies on the crisis of the rule of law in the contemporary world. The book adopts a broad approach to accountability, which has various facets, referring both to the courts, that is the organisational element of the judicial branch of government, and to judges, its individual dimension. Divided into four parts, the first deals with the essence of the concept of accountability of the judiciary; the second discusses the emerging standards relating primarily to the individual accountability of judges, while the third discusses the position of constitutional judges through