Skip to main content

Data Architecture A Primer For The Data Scientist

In Order to Read Online or Download Data Architecture A Primer For The Data Scientist Full eBooks in PDF, EPUB, Tuebl and Mobi you need to create a Free account. Get any books you like and read everywhere you want. Fast Download Speed ~ Commercial & Ad Free. We cannot guarantee that every book is in the library!

Data Architecture A Primer for the Data Scientist

Data Architecture  A Primer for the Data Scientist Book
Author : W.H. Inmon,Daniel Linstedt,Mary Levins
Publisher : Academic Press
Release : 2019-04-30
ISBN : 0128169176
Language : En, Es, Fr & De

GET BOOK

Book Description :

Over the past 5 years, the concept of big data has matured, data science has grown exponentially, and data architecture has become a standard part of organizational decision-making. Throughout all this change, the basic principles that shape the architecture of data have remained the same. There remains a need for people to take a look at the "bigger picture" and to understand where their data fit into the grand scheme of things. Data Architecture: A Primer for the Data Scientist, Second Edition addresses the larger architectural picture of how big data fits within the existing information infrastructure or data warehousing systems. This is an essential topic not only for data scientists, analysts, and managers but also for researchers and engineers who increasingly need to deal with large and complex sets of data. Until data are gathered and can be placed into an existing framework or architecture, they cannot be used to their full potential. Drawing upon years of practical experience and using numerous examples and case studies from across various industries, the authors seek to explain this larger picture into which big data fits, giving data scientists the necessary context for how pieces of the puzzle should fit together. New case studies include expanded coverage of textual management and analytics New chapters on visualization and big data Discussion of new visualizations of the end-state architecture

Bioinformatics and Biomedical Engineering

Bioinformatics and Biomedical Engineering Book
Author : Ignacio Rojas,Francisco Ortuño
Publisher : Springer
Release : 2017-04-07
ISBN : 3319561480
Language : En, Es, Fr & De

GET BOOK

Book Description :

This two volume set LNBI 10208 and LNBI 10209 constitutes the proceedings of the 5th International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2017, held in Granada, Spain, in April 2017. The 122 papers presented were carefully reviewed and selected from 309 submissions. The scope of the conference spans the following areas: advances in computational intelligence for critical care; bioinformatics for healthcare and diseases; biomedical engineering; biomedical image analysis; biomedical signal analysis; biomedicine; challenges representing large-scale biological data; computational genomics; computational proteomics; computational systems for modeling biological processes; data driven biology - new tools, techniques and resources; eHealth; high-throughput bioinformatic tools for genomics; oncological big data and new mathematical tools; smart sensor and sensor-network architectures; time lapse experiments and multivariate biostatistics.

Computational Social Science in the Age of Big Data

Computational Social Science in the Age of Big Data Book
Author : Martin Welker,Cathleen M. Stützer,Marc Egger
Publisher : Herbert von Halem Verlag
Release : 2018-02-19
ISBN : 3869622687
Language : En, Es, Fr & De

GET BOOK

Book Description :

Der Sammelband Computational Social Science in the Age of Big Data beschäftigt sich mit Konzepten, Methoden, Tools und Anwendungen (automatisierter) datengetriebener Forschung mit sozialwissenschaftlichem Hintergrund. Der Fokus des Bandes liegt auf der Etablierung der Computational Social Science (CSS) als aufkommendes Forschungs- und Anwendungsfeld. Es werden Beiträge international namhafter Autoren präsentiert, die forschungs- und praxisrelevante Themen dieses Bereiches besprechen. Die Herausgeber forcieren dabei einen interdisziplinären Zugang zum Feld, der sowohl Online-Forschern aus der Wissenschaft wie auch aus der angewandten Marktforschung einen Einstieg bietet.

Hands On Big Data Modeling

Hands On Big Data Modeling Book
Author : James Lee,Tao Wei,Suresh Kumar Mukhiya
Publisher : Packt Publishing Ltd
Release : 2018-11-30
ISBN : 1788626087
Language : En, Es, Fr & De

GET BOOK

Book Description :

Big data modeling is very challenging to handle using traditional database modeling and management systems. This book will teach you how to model big data using the latest and more efficient tools such as ERWIN, ANACONDA (Python), and WEKA to model data.

Big Data for Regional Science

Big Data for Regional Science Book
Author : Laurie A Schintler,Zhenhua Chen
Publisher : Routledge
Release : 2017-08-07
ISBN : 1351983261
Language : En, Es, Fr & De

GET BOOK

Book Description :

Recent technological advancements and other related factors and trends are contributing to the production of an astoundingly large and rapidly accelerating collection of data, or ‘Big Data’. This data now allows us to examine urban and regional phenomena in ways that were previously not possible. Despite the tremendous potential of big data for regional science, its use and application in this context is fraught with issues and challenges. This book brings together leading contributors to present an interdisciplinary, agenda-setting and action-oriented platform for research and practice in the urban and regional community. This book provides a comprehensive, multidisciplinary and cutting-edge perspective on big data for regional science. Chapters contain a collection of research notes contributed by experts from all over the world with a wide array of disciplinary backgrounds. The content is organized along four themes: sources of big data; integration, processing and management of big data; analytics for big data; and, higher level policy and programmatic considerations. As well as concisely and comprehensively synthesising work done to date, the book also considers future challenges and prospects for the use of big data in regional science. Big Data for Regional Science provides a seminal contribution to the field of regional science and will appeal to a broad audience, including those at all levels of academia, industry, and government.

Relational Database Design and Implementation

Relational Database Design and Implementation Book
Author : Jan L. Harrington
Publisher : Morgan Kaufmann
Release : 2016-04-15
ISBN : 0128499028
Language : En, Es, Fr & De

GET BOOK

Book Description :

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 optimizing performance. Database systems underlie the large majority of business information systems. Most of those in use today are based on the relational data model, a way of representing data and data relationships using only two-dimensional tables. This book covers relational database theory as well as providing a solid introduction to SQL, the international standard for the relational database data manipulation language. The book begins by reviewing basic concepts of databases and database design, then turns to creating, populating, and retrieving data using SQL. Topics such as the relational data model, normalization, data entities, and Codd's Rules (and why they are important) are covered clearly and concisely. In addition, the book looks at the impact of big data on relational databases and the option of using NoSQL databases for that purpose. Features updated and expanded coverage of SQL and new material on big data, cloud computing, and object-relational databases Presents design approaches that ensure data accuracy and consistency and help boost performance Includes three case studies, each illustrating a different database design challenge Reviews the basic concepts of databases and database design, then turns to creating, populating, and retrieving data using SQL

Conceptual Modeling

Conceptual Modeling Book
Author : Alberto H. F. Laender,Barbara Pernici,Ee-Peng Lim,José Palazzo M. de Oliveira
Publisher : Springer Nature
Release : 2019-12-18
ISBN : 3030332233
Language : En, Es, Fr & De

GET BOOK

Book Description :

This book constitutes the refereed proceedings of the 38th International Conference on Conceptual Modeling, ER 2019, held in Salvador, Brazil, in November 2019. The 22 full and 22 short papers presented together with 4 keynotes were carefully reviewed and selected from 142 submissions. This events covers a wide range of topics, covered in the following sessions: conceptual modeling, big data technology I, process modeling and analysis, query approaches, big data technology II, domain specific models I, domain specific models II, decision making, complex systems modeling, model unification, big data technology III, and requirements modeling.

Advances in Conceptual Modeling

Advances in Conceptual Modeling Book
Author : Sergio de Cesare,Ulrich Frank
Publisher : Springer
Release : 2017-11-02
ISBN : 331970625X
Language : En, Es, Fr & De

GET BOOK

Book Description :

This book constitutes the refereed proceedings of five workshops and a symposium, held at the 36th International Conference on Conceptual Modeling, ER 2017, in Valencia, Spain in November 2017. The 21 revised full papers were carefully reviewed and selected out of 47 submissions to the following events: AHA 2017 - 3rd International Workshop on Modeling for Ambient Assistance and Healthy Ageing MoBiD 2017 - 6th International Workshop on Modeling and Management of Big Data MREBA 2017 - 4th International Workshop on Conceptual Modeling in Requirements and Business Analysis OntoCom 2017 - 5th International Workshop on Ontologies and Conceptual Modeling QMMQ 2017 - 4th Workshop on Quality of Models and Models of Quality

Navigating the Labyrinth

Navigating the Labyrinth Book
Author : Laura Sebastian-Coleman
Publisher : Technics Publications
Release : 2018-05-09
ISBN : 1634623770
Language : En, Es, Fr & De

GET BOOK

Book Description :

An Executive Guide to Data Management

Recent Developments in Intelligent Information and Database Systems

Recent Developments in Intelligent Information and Database Systems Book
Author : Dariusz Król,Lech Madeyski,Ngoc Thanh Nguyen
Publisher : Springer
Release : 2016-03-15
ISBN : 3319312774
Language : En, Es, Fr & De

GET BOOK

Book Description :

The objective of this book is to contribute to the development of the intelligent information and database systems with the essentials of current knowledge, experience and know-how. The book contains a selection of 40 chapters based on original research presented as posters during the 8th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2016) held on 14–16 March 2016 in Da Nang, Vietnam. The papers to some extent reflect the achievements of scientific teams from 17 countries in five continents. The volume is divided into six parts: (a) Computational Intelligence in Data Mining and Machine Learning, (b) Ontologies, Social Networks and Recommendation Systems, (c) Web Services, Cloud Computing, Security and Intelligent Internet Systems, (d) Knowledge Management and Language Processing, (e) Image, Video, Motion Analysis and Recognition, and (f) Advanced Computing Applications and Technologies. The book is an excellent resource for researchers, those working in artificial intelligence, multimedia, networks and big data technologies, as well as for students interested in computer science and other related fields.

China s e Science Blue Book 2020

China   s e Science Blue Book 2020 Book
Author : Chinese Academy of Sciences
Publisher : Springer Nature
Release : 2021-10-24
ISBN : 9811583420
Language : En, Es, Fr & De

GET BOOK

Book Description :

Download China s e Science Blue Book 2020 book written by Chinese Academy of Sciences, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Turning Text into Gold

Turning Text into Gold Book
Author : Bill Inmon
Publisher : Technics Publications
Release : 2017-01-20
ISBN : 1634621689
Language : En, Es, Fr & De

GET BOOK

Book Description :

Taxonomies and Textual Analytics

Big Data

Big Data Book
Author : Hrushikesha Mohanty,Prachet Bhuyan,Deepak Chenthati
Publisher : Springer
Release : 2015-06-29
ISBN : 8132224949
Language : En, Es, Fr & De

GET BOOK

Book Description :

This book is a collection of chapters written by experts on various aspects of big data. The book aims to explain what big data is and how it is stored and used. The book starts from the fundamentals and builds up from there. It is intended to serve as a review of the state-of-the-practice in the field of big data handling. The traditional framework of relational databases can no longer provide appropriate solutions for handling big data and making it available and useful to users scattered around the globe. The study of big data covers a wide range of issues including management of heterogeneous data, big data frameworks, change management, finding patterns in data usage and evolution, data as a service, service-generated data, service management, privacy and security. All of these aspects are touched upon in this book. It also discusses big data applications in different domains. The book will prove useful to students, researchers, and practicing database and networking engineers.

Neural Data Science

Neural Data Science Book
Author : Erik Lee Nylen,Pascal Wallisch
Publisher : Academic Press
Release : 2017-02-24
ISBN : 012804098X
Language : En, Es, Fr & De

GET BOOK

Book Description :

A Primer with MATLAB® and PythonTM present important information on the emergence of the use of Python, a more general purpose option to MATLAB, the preferred computation language for scientific computing and analysis in neuroscience. This book addresses the snake in the room by providing a beginner’s introduction to the principles of computation and data analysis in neuroscience, using both Python and MATLAB, giving readers the ability to transcend platform tribalism and enable coding versatility. Includes discussions of both MATLAB and Python in parallel Introduces the canonical data analysis cascade, standardizing the data analysis flow Presents tactics that strategically, tactically, and algorithmically help improve the organization of code

Technology Made Simple for the Technical Recruiter Second Edition

Technology Made Simple for the Technical Recruiter  Second Edition Book
Author : Obi Ogbanufe
Publisher : iUniverse
Release : 2019-04-27
ISBN : 1532064985
Language : En, Es, Fr & De

GET BOOK

Book Description :

If you’re a technical recruiter who wants to keep your skills up to date in the competitive field of technical resource placement, you need a detailed guidebook to outpace competitors. This technical skills primer focuses on technology fundamentals—from basic programming terms to big data vocabulary, network lingo, operating system jargon, and other crucial skill sets. Topics covered include · sample questions to ask candidates, · types of networks and operating systems, · software development strategies, · cloud systems administration and DevOps, · data science and database job roles, and · information security job roles. Armed with indispensable information, the alphabet soup of technology acronyms will no longer be intimidating, and you will be able to analyze client and candidate requirements with confidence. Written in clear and concise prose, Technology Made Simple for the Technical Recruiter is an invaluable resource for any technical recruiter.

Pro JavaScript Performance

Pro JavaScript Performance Book
Author : Tom Barker
Publisher : Apress
Release : 2012-12-30
ISBN : 1430247509
Language : En, Es, Fr & De

GET BOOK

Book Description :

Performance is a hugely important area of web development. If your site runs slowly, users are going to leave, and the problem only grows as your site gets more popular. Pro JavaScript Performance gives you the tools you need to keep your sites smooth and responsive no matter how many users you have. Best practices are changing or becoming redefined continually because of changes and optimizations at the interpreter level, and differences in system configuration, and network speeds. This is exacerbated by the quickened release schedule that most browsers have adopted. Just as important as following best practices is the ability to measure your own performance, so that you can adjust as times change, and so that you can note the subtle nuances in your own code and define your own best practices by your own observations. This book gives you the tools to observe and track the performance of your web applications over time from multiple perspectives, so that you are always aware of, and can fix, all aspects of your performance.

iRODS Primer 2

iRODS Primer 2 Book
Author : Hao Xu,Terrell Russell,Jason Coposky,Arcot Rajasekar,Reagan Moore,Antoine de Torcy,Michael Wan,Wayne Shroeder,Sheau-Yen Chen
Publisher : Morgan & Claypool Publishers
Release : 2017-03-27
ISBN : 1627056378
Language : En, Es, Fr & De

GET BOOK

Book Description :

Policy-based data management enables the creation of community-specific collections. Every collection is created for a purpose. The purpose defines the set of properties that will be associated with the collection. The properties are enforced by management policies that control the execution of procedures that are applied whenever data are ingested or accessed. The procedures generate state information that defines the outcome of enforcing the management policy. The state information can be queried to validate assessment criteria and verify that the required collection properties have been conserved. The integrated Rule-Oriented Data System implements the data management framework required to support policy-based data management. Policies are turned into computer actionable Rules. Procedures are composed from a microservice-oriented architecture. The result is a highly extensible and tunable system that can enforce management policies, automate administrative tasks, and periodically validate assessment criteria. iRODS 4.0+ represents a major effort to analyze, harden, and package iRODS for sustainability, modularization, security, and testability. This has led to a fairly significant refactorization of much of the underlying codebase. iRODS has been modularized whereby existing iRODS 3.x functionality has been replaced and provided by small, interoperable plugins. The core is designed to be as immutable as possible and serve as a bus for handling the internal logic of the business of iRODS. Seven major interfaces have been exposed by the core and allow extensibility and separation of functionality into plugins.

Python Deeper Insights into Machine Learning

Python  Deeper Insights into Machine Learning Book
Author : Sebastian Raschka,David Julian,John Hearty
Publisher : Packt Publishing Ltd
Release : 2016-08-31
ISBN : 1787128547
Language : En, Es, Fr & De

GET BOOK

Book Description :

Leverage benefits of machine learning techniques using Python About This Book Improve and optimise machine learning systems using effective strategies. Develop a strategy to deal with a large amount of data. Use of Python code for implementing a range of machine learning algorithms and techniques. Who This Book Is For This title is for data scientist and researchers who are already into the field of data science and want to see machine learning in action and explore its real-world application. Prior knowledge of Python programming and mathematics is must with basic knowledge of machine learning concepts. What You Will Learn Learn to write clean and elegant Python code that will optimize the strength of your algorithms Uncover hidden patterns and structures in data with clustering Improve accuracy and consistency of results using powerful feature engineering techniques Gain practical and theoretical understanding of cutting-edge deep learning algorithms Solve unique tasks by building models Get grips on the machine learning design process In Detail Machine learning and predictive analytics are becoming one of the key strategies for unlocking growth in a challenging contemporary marketplace. It is one of the fastest growing trends in modern computing, and everyone wants to get into the field of machine learning. In order to obtain sufficient recognition in this field, one must be able to understand and design a machine learning system that serves the needs of a project. The idea is to prepare a learning path that will help you to tackle the real-world complexities of modern machine learning with innovative and cutting-edge techniques. Also, it will give you a solid foundation in the machine learning design process, and enable you to build customized machine learning models to solve unique problems. The course begins with getting your Python fundamentals nailed down. It focuses on answering the right questions that cove a wide range of powerful Python libraries, including scikit-learn Theano and Keras.After getting familiar with Python core concepts, it's time to dive into the field of data science. You will further gain a solid foundation on the machine learning design and also learn to customize models for solving problems. At a later stage, you will get a grip on more advanced techniques and acquire a broad set of powerful skills in the area of feature selection and feature engineering. Style and approach This course includes all the resources that will help you jump into the data science field with Python. The aim is to walk through the elements of Python covering powerful machine learning libraries. This course will explain important machine learning models in a step-by-step manner. Each topic is well explained with real-world applications with detailed guidance.Through this comprehensive guide, you will be able to explore machine learning techniques.

Ontology Engineering

Ontology Engineering Book
Author : Elisa F. Kendall,Deborah L. McGuinness
Publisher : Synthesis Lectures on the Sema
Release : 2019-04-26
ISBN : 9781681733081
Language : En, Es, Fr & De

GET BOOK

Book Description :

Ontologies have become increasingly important as the use of knowledge graphs, machine learning, natural language processing (NLP), and the amount of data generated on a daily basis has exploded. As of 2014, 90% of the data in the digital universe was generated in the two years prior, and the volume of data was projected to grow from 3.2 zettabytes to 40 zettabytes in the next six years. The very real issues that government, research, and commercial organizations are facing in order to sift through this amount of information to support decision-making alone mandate increasing automation. Yet, the data profiling, NLP, and learning algorithms that are ground-zero for data integration, manipulation, and search provide less than satisfactory results unless they utilize terms with unambiguous semantics, such as those found in ontologies and well-formed rule sets. Ontologies can provide a rich "schema" for the knowledge graphs underlying these technologies as well as the terminological and semantic basis for dramatic improvements in results. Many ontology projects fail, however, due at least in part to a lack of discipline in the development process. This book, motivated by the Ontology 101 tutorial given for many years at what was originally the Semantic Technology Conference (SemTech) and then later from a semester-long university class, is designed to provide the foundations for ontology engineering. The book can serve as a course textbook or a primer for all those interested in ontologies.

Monthly Catalogue United States Public Documents

Monthly Catalogue  United States Public Documents Book
Author : Anonim
Publisher : Unknown
Release : 1995
ISBN : 0987650XXX
Language : En, Es, Fr & De

GET BOOK

Book Description :

Download Monthly Catalogue United States Public Documents book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.