ace the coding interview with Python and JavaScript

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 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.

This volume is concerned with Lock Hospitals and Magdalen Asylums in England in the nineteenth century. The volume is organised around five sections: Lock Hospitals, Magdalen Asylums, medical and reform texts, Acts and legal texts, and newspapers and journal articles.

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

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

This study focuses on how Russian history textbooks published between 1992 and 2021 dealt with the topic of the Soviet period (1917–1991).

Acclaimed as the standard reference work on the law relating to time charters, this new edition provides a comprehensive treatment of the subject, with full coverage of both English and U.S. law, upda

This book provides a comprehensive and critical summary of the vast literature on the interactions of clay minerals with organic molecules, including reaction mechanisms, and bonding modes together wi

An acclaimed overview of ultrasound for the prenatal diagnosis of congenital anomalies returns in a new enlarged edition. Together with new chapters on guidelines and protocols, equipment, and disorde

With contributions from several Asia-pacific countries, this book compares performance and productivity in higher education from the perspective of institutional change. The authors focus on shedding

Interoperability in IoT for Smart Systems discusses the different facets of interoperability issues among the IoT devices and their solutions, the scalability issues in an IoT network, and provides solutions for plug-n-play of new devices with the existing IoT system. It also addresses the possible usage of interoperable and plug-n-play IoT networks in different systems to make them smarter. Aimed at researchers and graduate students in computer science, computer engineering, computer networks, electronics engineering, this bookExclusively covers interoperability of IoT systems in parallel with their use towards the development of smart systems Discusses the requirements of interoperability in smart IoT systems and their solutions Reviews IoT applications in different smart and intelligent systems Explores dealing with interoperability of heterogeneous participating devices Provides different case studies and open problems related to interoperability in IoT systems

This ground-breaking book is the first to examine the brewing industry from the perspectives of economic and business history. It combines chapters on the major European nations with chapters on the U

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.

This landmark volume presents maps of 247 species from 42 countries with more than 125,200 unique records, taking into account recent extinctions to give the most up-to-date picture possible. Accounts

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

Expanding on the highly successful previous two editions, this third edition of Proton Therapy Physics has been updated throughout and includes several new chapters on “Adaptive Proton Therapy,” "Imaging for Planning,” “Flash Proton Therapy,” and “Outcome Modeling for Patient Selection.” Suitable for both newcomers in medical physics and more seasoned specialists in radiation oncology, this book provides an in-depth overview of the physics of this radiation therapy modality, eliminating the need to dig through information scattered across medical physics literature. After tracing the history of proton therapy, this book explores the atomic and nuclear physics background necessary for understanding proton interactions with tissue. The text then covers dosimetry, including beam delivery, shielding aspects, computer simulations, detector systems, and measuring techniques for reference dosimetry.Important for daily operations, acceptance testing, commissioning, quality assurance, and monit

This edited volume from Japan's Research Subcommittee on How to Handle Ground Materials in Hydraulic Model Tests presents readers with a state-of-the-art overview of experimental and computational met

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