Python Data Science Handbook

"Data are generated at an exponential rate all over the world. Through advanced algorithms and analytics techniques, organizations can harness this data, discover hidden patterns, and use the findings

The lack of comfort that many educators have in working with data poses a great challenge as school districts make the transition from a data rich to an information rich environment. Data literacy is

While other textbooks devote their pages to explaining introductory programming concepts,The Python Workbook focuses exclusively on exercises, following the philosophy that computer programming is a s

Thermodynamic data of polymer solutions are paramount for industrial and laboratory processes. These data also serve to understand the physical behavior of polymer solutions, study intermolecular inte

A popular and efficient tool to analyze grouped data of a certain event, APC analysis is used in a range of application areas, including public health, social science, demography, and economics. This

The amount of data in everyday life has been exploding. This data increase has been especially significant in scientific fields, where substantial amounts of data must be captured, communicated, aggre

0134059913 / 9780134059914 Introduction to Computing and Programming in Python, Student Value Edition plus MyProgrammingLab with eText -- Access Card Package 4/e Package consists of: &

"Handbook on Evolution and Society" brings together original chapters by prominent scholars who have been instrumental in the revival of evolutionary theorizing and research in the s

Computer science is an interdisciplinary field of study and it is advancing at a rapid pace. Over the past few years, the applications of computers have grown in every sector. This book attempts to un

Computer science is an interdisciplinary field of study and it is advancing at a rapid pace. Over the past few years, the applications of computers have grown in every sector. This book attempts to un

Underground Aqueducts Handbook

The present work provides a platform for leading Data designers whose vision and creativity help us to anticipate major changes occurring in the Data Design field, and pre-empt the future. Each of the

The Oxford Handbook of Banking, Second Edition provides an overview and analysis of developments and research in banking written by leading researchers in the field. This handbook will appeal to gradu

This book consists of advanced information regarding data mining and their applications. It offers to aid data miners, researchers, scholars, and PhD students who aspire to practice data mining techni

INTRODUCTION TO STATISTICS AND DATA ANALYSIS introduces you to the study of statistics and data analysis by using real data and attention-grabbing examples. The authors guide you through an intuition-

Data collection allows today’s businesses to cater to each customer’s individual needs and provides a necessary edge in a competitive market. However, any breach in confidentiality can cause serious c

This volume complies a set of Data Mining techniques and new applications in real biomedical scenarios. Chapters focus on innovative data mining techniques, biomedical datasets and streams analysis, a

A series of business processes within healthcare including data architecture, software, analytics, and data visualization are required to make big data and health analytics possible. In this book some

This collection consists of 24 articles on how organizations can use big data analytics to make decisions. Researchers working in business, management, engineering, and other fields in North America,

Get the expert perspective and practical advice on big dataThe Big Data-Driven Business: How to Use Big Data to Win Customers, Beat Competitors, and Boost Profits makes the case that big data is for r

This book provides a comprehensive, coherent, and intuitive review of panel data methodologies that are useful for empirical analysis. Substantially revised from the second edition, it includes two new chapters on modeling cross-sectionally dependent data and dynamic systems of equations. Some of the more complicated concepts have been further streamlined. Other new material includes correlated random coefficient models, pseudo-panels, duration and count data models, quantile analysis, and alternative approaches for controlling the impact of unobserved heterogeneity in nonlinear panel data models.

The Automotive Handbook, 9th Edition, is the flagship publication in the Bosch handbook series on automotive technologies and is one of the most definitive sets of reference books that automotive engi

The 11th Edition of Kaplan's Clinical Hypertension continues to integrate the latest basic science findings and clinical trial data to provide current, practical, evidence-based recommendations for tr

The Small Library Manager’s Handbook is for librarians working in all types of small libraries. It covers the everyday nuts-and-bolts operations that all librarians must perform. This handbook, writt

The field of cultural-historical psychology originated in the work of Lev Vygotsky and the Vygotsky Circle in the Soviet Union more than eighty years ago, and has now established a powerful research tradition in Russia and the West. The Cambridge Handbook of Cultural-Historical Psychology is the first volume to systematically present cultural-historical psychology as an integrative/holistic developmental science of mind, brain, and culture. Its main focus is the inseparable unity of the historically evolving human mind, brain, and culture, and the ways to understand it. The contributors are major international experts in the field, and include authors of major works on Lev Vygotsky, direct collaborators and associates of Alexander Luria, and renowned neurologist Oliver Sacks. The Handbook will be of interest to students and scholars in the fields of psychology, education, humanities and neuroscience.

This short collection of essays looks at the television show and films produced by the Monty Python troupe from a number of perspectives:Gender studies Post-structuralism Psychoanalysis Cultural studi

More than 80 years after its initial publication, Halley’s Bible Handbook remains a bestseller in its various editions, with millions of copies sold worldwide. This world-renowned Bible handbook has b

Ninety years after its initial publication, Halley’s Bible Handbook remains a bestseller in its various editions, with millions of copies sold worldwide. This world-renowned Bible handbook has been co

"Knowledge commons" describes the institutionalized community governance of the sharing and, in some cases, creation, of information, science, knowledge, data, and other types of intellectual and cult

"As demand for data increases, Smart Data Pricing fills a market void in information on telecommunication economics. The book carefully addresses technical issues and workplace policies, system develo

The volume of data in companies keeps on growing, and most often each business unit, such as marketing, sales, HR, accounting, production, etc., manages its own data. Then the question of how to optim

Applied data-centric social sciences aim to develop both methodology and practical applications of various fields of social sciences and businesses with rich data. Specifically, in the social sciences

Predictive analytics, big data, and data mining are key topics for organizations who want to leverage the ever increasing amounts of data that organizations hold about their customers and other indivi

Sensory data—data that are mostly collected by a human being—are present in many fields of application. In the food industry, in particular, there is a lot of interest in sensory data analysis for pro

This book explores the study of processing and visually representing data sets. Data visualization is closely related to information graphics, information visualization, scientific visualization, and

The overwhelming data produced everyday and the increasing performance and cost requirements of applications are transversal to a wide range of activities in society, from science to industry. In part

Capable of acquiring large volumes of data through sensors deployed in air, land, and sea, and making this information readily available in a continuous time frame, the science of geographical informa

A practical guide to leveraging your data to spur innovation and growth Your business generates reams of data, but what do you do with it? Reporting is only the beginning. Your data holds the key to

"Python is a free, open source, easy-to-use software tool that offers a significant alternative to proprietary packages such as MATLAB and Mathematica. This book covers everything the working scientis

Written for students and researchers in statistics and biostatistics, this book presents a modern introduction to categorical data analysis, with R integrated into the text as a data analysis method a