Filled with practical, step by step instructions and clear explanations for the most important and useful tasks. A concise guide full of step by step recipes to teach you how to create CasperJS tests for your web development projects. This book will…
Data Analysis and Visualization in Genomics and Proteomics is the first book addressing integrative data analysis and visualization in this field. It addresses important techniques for the interpretation of data originating from multiple sources, en…
Data journalism: Past, present and future Foreword by Simon Rogers, Head of Google Data Lab8This is the third in the Abramis Data Journalism series and twenty first in the acclaimed 'hackademic' series. As ever with a new collection, there are new a…
A practical, easily accessible guide for bench-top chemists, this book focuses on accurately applying computational chemistry techniques to everyday chemistry problems.* Provides nonmathematical explanations of advanced topics in computational chemi…
Master the intricacies of Apache Storm and develop real-time stream processing applications with easeAbout This Book* Exploit the various real-time processing functionalities offered by Apache Storm such as parallelism, data partitioning, and more*…
This hands-on guide demonstrates how the flexibility of the command line can help you become a more efficient and productive data scientist. You'll learn how to combine small, yet powerful, command-line tools to quickly obtain, scrub, explore, and m…
Database systems of the next generation are likely to be inherently very complex due to the diversity of requirements placed on them. Incorporating active, real time, and temporal virtues in one database system is an arduous effort but is also a com…
Business Driven Technology 7e provides the ultimate flexibility in tailoring content to the exact needs of your MIS or IT course! Business Driven Technology 7e offers flexibility to customize according to your needs and the course and student needs…
New state-of-the-art techniques for analyzing and managing Web data have emerged due to the need for dealing with huge amounts of data which are circulated on the Web. ""Web Data Management Practices: Emerging Techniques and Technologies"" provides…
Unlock the complexities of machine learning algorithms in Spark to generate useful data insights through this data analysis tutorialAbout This Book* Process and analyze big data in a distributed and scalable way* Write sophisticated Spark pipelines…
Get to grips with pandas-a versatile and high-performance Python library for data manipulation, analysis, and discoveryAbout This Book* Get comfortable using pandas and Python as an effective data exploration and analysis tool* Explore pandas throug…
The main purpose of this book is to investigate, explore and describe approaches and methods to facilitate data understanding through analytics solutions based on its principles, concepts and applications. But analyzing data is also about involving…
As with all Packt books this guide will use practical examples to impart information to the reader. Getting Started with NoSQL is a great resource for someone starting with NoSQL and an indispensable guide for technology decision makers. It is assum…
This book is intended for software developers, system architects and analysts, big data project managers, and data scientists who wish to deploy big data solutions using the Cascading framework. You must have a basic understanding of the big data pa…
Master the techniques and sophisticated analytics used to construct Spark-based solutions that scale to deliver production-grade data science productsAbout This Book* Develop and apply advanced analytical techniques with Spark* Learn how to tell a c…
Leverage the power of advanced analytics and predictive modeling in Tableau using the statistical powers of RAbout This Book* A comprehensive guide that will bring out the creativity in you to visualize the results of complex calculations using Tabl…
A comprehensive guide to mastering the most advanced Hadoop 3 conceptsKey FeaturesGet to grips with the newly introduced features and capabilities of Hadoop 3Crunch and process data using MapReduce, YARN, and a host of tools within the Hadoop ecosys…
Over 140 practical recipes to help you make sense of your data with ease and build production-ready data appsAbout This Book* Analyze Big Data sets, create attractive visualizations, and manipulate and process various data types* Packed with rich re…
Work with over 40 packages to draw inferences from complex datasets and find hidden patterns in raw unstructured dataAbout This Book* Unlock and discover how to tackle clusters of raw data through practical examples in R* Explore your data and creat…
This self-contained tutorial presents a unified treatment of single- and multi-user problems in Shannon's information theory considering in particular the cases that depart from the requirement that the error probability decays asymptotically in the…
Written for students and managers who do not have a technical background, "Data Communications and Network Security" comprehensively introduces students to the technology and management of data communications. This includes both wired and wireless t…
This book is a digital electronics text focused on 'how to' design, build, operate and adapt data acquisition systems. The book is intended to serve people whose goals include teaching or learning one or more of the following: digital electronics, c…
Semantic interoperability provides the means to automatically process and integrate large amounts of information without human intervention. ""Cases on Semantic Interoperability for Information Systems Integration: Practices and Applications"" provi…
Learn about the fastest-growing open source project in the world, and find out how it revolutionizes big data analyticsAbout This Book* Exclusive guide that covers how to get up and running with fast data processing using Apache Spark* Explore and e…
Harness the power and simplicity of Informatica PowerCenter 10.x to build and manage efficient data management solutionsAbout This Book* Master PowerCenter 10.x components to create, execute, monitor, and schedule ETL processes with a practical appr…
This volume presents a selection of new methods and approaches in the field of Exploratory Data Analysis. The reader will find numerous ideas and examples for cross disciplinary applications of classification and data analysis methods in fields such…
The new and rapidly expanding role of the Chief Data Officer (CDO) is of significant interest and relevance to organisations and data professionals internationally. Written by two practicing CDOs, this book offers a jargon-free, practical guide to m…
Master machine learning techniques with real-world projects that interface TensorFlow with R, H2O, MXNet, and other languagesKey FeaturesGain expertise in machine learning, deep learning and other techniquesBuild intelligent end-to-end projects for…
The aim of this book is to illustrate that advanced fuzzy clustering algorithms can be used not only for partitioning of the data. It can also be used for visualization, regression, classification and time-series analysis, hence fuzzy cluster analys…
Application Performance Management (APM) in the Digital Enterprise enables IT professionals to be more successful in managing their company's applications. It explores the fundamentals of application management, examines how the latest technological…
Batlzan; M: Information Systems is a visual, magazine format designed to engage your students from the start! Saturated with fascinating, sometimes hard-to-believe real examples will keep them reading throughout the course. Baltzan's approach discus…
This new book aims to provide to both beginners and experts with a completely algorithmic approach to data analysis and conceptual modeling, database design, implementation, and tuning, starting from vague and incomplete customer requests and ending…
This book is for you if you are a data scientist or working on any technical or scientific computation projects. The book assumes you have a basic working knowledge of high-level dynamic languages such as MATLAB, R, Python, or Ruby.
Provides an important framework for data analysts in assessing the quality of data and its potential to provide meaningful insights through analysis Analytics and statistical analysis have become pervasive topics, mainly due to the growing availabil…
For self-service data preparation, Tableau Prep is relatively easy to use-as long as you know how to clean and organize your datasets. Carl Allchin, from The Information Lab in London, gets you up to speed on Tableau Prep through a series of practic…
Step by step guide to monitor, manage, and secure your database engineKey FeaturesYour companion to master all the administration-related tasks in MySQL 8Ensure high performance and high availability of your MySQL solution using effective replicatio…
To create truly effective human-centric ambient intelligence systems both engineering and computing methods are needed. This is the first book to bridge data processing and intelligent reasoning methods for the creation of human-centered ambient int…
This book is for programmers and developers who want to improve the performance of their R programs by making them run faster with large data sets or who are trying to solve a pesky performance problem.
This book constitutes the refereed proceedings of the 6th International Conference on Information Systems and Management of Data, CISMOD '95, held in Bombay, India, in November 1995. The book presents 14 revised full papers selected from some 60 sub…
Internet usage has become a normal and essential aspect of everyday life. Due to the immense amount of information available on the web, it has become obligatory to find ways to sift through and categorize the overload of data while removing redunda…
Build a strong foundation of machine learning algorithms in 7 daysKey FeaturesUse Python and its wide array of machine learning libraries to build predictive models Learn the basics of the 7 most widely used machine learning algorithms within a week…
Created with the input of a distinguished International Board of the foremost authorities in data mining from academia and industry, The Handbook of Data Mining presents comprehensive coverage of data mining concepts and techniques. Algorithms, meth…
Document the architecture of your software easily with this highly practical, open-source template.Key FeaturesGet to grips with leveraging the features of arc42 to create insightful documentsLearn the concepts of software architecture documentation…
Relational Database Design and Implementation: Clearly Explained, Fourth Edition, provides the conceptual and practical information necessary to develop a database design and management scheme that ensures data accuracy and user satisfaction while o…
Information retrieval (IR) is becoming an increasingly important area as scientific, business and government organisations take up the notion of "information superhighways" and make available their full text databases for searching. Containing a sel…
There is a lack of an exposition on interdisciplinary and innovative methods of data mining and visualization for biodata. This book fills the gap by introducing an interdisciplinary set of the most recent methods and references on novel techniques…
With a variety of media types, multimedia data engineering has emerged as a new opportunity to create techniques and tools that empower the development of the next generation of multimedia databases and information systems. Multimedia Data Engineeri…
