Python Data Science Handbook

Advances in social science research methodologies and data analytic methods are changing the way research in information systems is conducted. New developments in statistical software technologies for

Covering interface science from a novel surface science perspective, this eight-volume handbook offers a comprehensive overview of both these and numerous other topics.The initial chapters treat basic

Focusing on interventions, volume 2 of the Handbook of Central Auditory Processing Disorder, the companion to volume 1, reflects advances in neuroscience, and combines science and practice with case s

"Spreadsheets in Science and Engineering" shows scientists and engineers at all levels how to analyze, validate and calculate data and how the analytical and graphic capabilities of spreadsheet progra

This handbook consists of actual case material with a presentation of the clinical and laboratory data, an extensive discussion and analysis of the differential diagnoses, and a description of the

Data and Computer Communications, 10e, is a two-time winner of the best Computer Science and Engineering textbook of the year award from the Textbook and Academic Authors Association. It is ideal for

The Handbook on Systemic Risk, written by experts in the field, provides researchers with an introduction to the multifaceted aspects of systemic risks facing the global financial markets. The Handbook explores the multidisciplinary approaches to analyzing this risk, the data requirements for further research, and the recommendations being made to avert financial crisis. The Handbook is designed to encourage new researchers to investigate a topic with immense societal implications as well as to provide, for those already actively involved within their own academic discipline, an introduction to the research being undertaken in other disciplines. Each chapter in the Handbook will provide researchers with a superior introduction to the field and with references to more advanced research articles. It is the hope of the editors that this Handbook will stimulate greater interdisciplinary academic research on the critically important topic of systemic risk in the global financial markets.

"Beginning with an overview of food and food constituents, the book outlines current nutrient analysis systems, techniques for data analysis, and food labeling. The book reviews nutrition science incl

Celebrating the 100th anniversary of the CRC Handbook of Chemistry and Physics, this 94th edition is an update of a classic reference, mirroring the growth and direction of science for a century. The

This volume provides approaches and solutions to challenges occurring at the interface of research fields such as, e.g., data analysis, data mining and knowledge discovery, computer science, operation

Springer Handbook of Enzymes provides data on enzymes sufficiently well characterized. It offers concise and complete descriptions of some 5,000 enzymes and their application areas. Data sheets are ar

This handbook describes the philosophy, knowledge, science, and art of decision analysis. Key insights from decision analysis applications and behavioral decision analysis research are presented, and

Covering a broad range of polymer science topics, "Handbook of Polymer Synthesis, Characterization, and Processing" provides polymer industry professionals and researchers in polymer science and techn

The California Naturalist Handbook provides a fun, science-based introduction to California's natural history with an emphasis on observation, discovery, communication, stewardship and conservation. I

The Oxford Handbook of Philosophy and Neuroscience is a state-of-the-art collection of interdisciplinary research spanning philosophy (of science, mind, and ethics) and current neuroscience. Containin

A thorough overview of nanobiotechnology and its place in advances in applied science and engineering, The Nanobiotechnology Handbook combines contributions from physics, bioorganic and bioinorganic c

Machine learning allows computational systems to adaptively improve their performance with experience accumulated from the observed data. Its techniques are widely applied in engineering, science, fin

The world is awash with digital data from social networks, blogs, business, science and engineering. Data-intensive computing facilitates understanding of complex problems that must process massive amounts of data. Through the development of new classes of software, algorithms and hardware, data-intensive applications can provide timely and meaningful analytical results in response to exponentially growing data complexity and associated analysis requirements. This emerging area brings many challenges that are different from traditional high-performance computing. This reference for computing professionals and researchers describes the dimensions of the field, the key challenges, the state of the art and the characteristics of likely approaches that future data-intensive problems will require. Chapters cover general principles and methods for designing such systems and for managing and analyzing the big data sets of today that live in the cloud and describe example applications in bioin

Through contributions from leading experts in the fields of communication science, The Handbook of Speech and Language Disorders presents a comprehensive survey detailing the state of the art in speec

Fully revised and updated, the Handbook serves as a practical guide to endovascular methods and as a concise reference for neurovascular anatomy and published data about cerebrovascular disease from a

Soft computing, as an engineering science, and statistics, as a classical branch of mathematics, emphasize different aspects of data analysis.Soft computing focuses on obtaining working solutions quic

As a leading member of the Vienna Circle, Rudolph Carnap's aim was to bring about a "unified science" by applying a method of logical analysis to the empirical data of all the sciences. This work, fir

Mirroring the growth and direction of science for a century, the Handbook, now in its 93rd edition, continues to be the most accessed and respected scientific reference in the world. An authoritative

This handbook is a breakthrough in the understanding of the large number of spectral lines in diamond. Data on more than 2000 lines and bands are presented in 200 tables, including many unpublished re

This book provides a cross-section of cutting-edge research areas being pursued by researchers in spatial data handling and geographic information science (GIS). It presents selected papers on the adv

The Oxford Handbook of Governance presents an authoritative and accessible state-of-the-art analysis of the social science literature on governance. The volume presents the core concepts and knowledg

Data Structures Using C++ is designed to serve as a textbook for undergraduate engineering students of computer science and information technology as well as postgraduate students of computer applicat

The Oxford Handbook of Urban Planning is an authoritative volume on planning, a long-established professional social science discipline in the U.S. and throughout the world. Edited by Rachel Weber an

The Oxford Handbook of Urban Politics is an authoritative volume on an established subject in political science and the academy more generally: urban politics and urban studies. The editors are all re

The American edition of this handbook contains concise informa­ tion on the basic physical properties of the elements and on their chem­ ical characteristics. In general, the data selected for inclusi

Now in its second edition, the Handbook of Lipid Bilayers is a groundbreaking work that remains the field’s definitive text and only comprehensive source for primary physicochemical data relating to p

The Routledge Handbook on the Global History of Nursing brings together leading scholars and scholarship to capture the state of the art and science of nursing history, as a generation of researchers

Machinery's Handbook Pocket Companion is designed for anyone in the machine trades for whom convenient access to just the most basic data is at a premium. Extremely concise yet authoritative, this inv

Intended for second semester computer science students, this textbook on Java programming examines the details of data structures in relation to application development with this popular programming l

This book integrates two areas of computer science, namely data mining and evolutionary algorithms. Both these areas have become increasingly popular in the last few years, and their integration is cu

The SAGE Handbook of Environmental Change is an extensive survey of the interdisciplinary science of environmental change that examines the historic importance and future development of the field over

The design and analysis of data structures and efficient algorithms has gained considerable importance in recent years. The concept of "algorithm" is central in computer science, and "efficiency" is c

Modern x-ray data, available through online archives, are important for many astronomical topics. However, using these data requires specialized techniques and software. Written for graduate students, professional astronomers and researchers who want to start working in this field, this book is a practical guide to x-ray astronomy. The handbook begins with x-ray optics, basic detector physics and CCDs, before focussing on data analysis. It introduces the reduction and calibration of x-ray data, scientific analysis, archives, statistical issues and the particular problems of highly extended sources. The book describes the main hardware used in x-ray astronomy, emphasizing the implications for data analysis. The concepts behind common x-ray astronomy data analysis software are explained. The appendices present reference material often required during data analysis.

This Handbook presents both a theoretical and practical approach to conducting social science research on, for, and about women. It develops an understanding of feminist research by introducing a rang

This 2-volume set within the SAGE Reference Series on Leadership tackles issues relevant to leadership in the realm of science and technology. To encompass the key topics in this arena, this handbook