Communicating with Data: The Art of Writing for Data Science, Nolan Deborah

Автор: Haines Scott
Название: Modern Data Engineering with Apache Spark: A Hands-On Guide for Building Mission-Critical Streaming Applications
ISBN: 1484274512 ISBN-13(EAN): 9781484274514
Издательство: Springer
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Цена: 55890.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Leverage Apache Spark within a modern data engineering ecosystem. This hands-on guide will teach you how to write fully functional applications, follow industry best practices, and learn the rationale behind these decisions. With Apache Spark as the foundation, you will follow a step-by-step journey beginning with the basics of data ingestion, processing, and transformation, and ending up with an entire local data platform running Apache Spark, Apache Zeppelin, Apache Kafka, Redis, MySQL, Minio (S3), and Apache Airflow. Apache Spark applications solve a wide range of data problems from traditional data loading and processing to rich SQL-based analysis as well as complex machine learning workloads and even near real-time processing of streaming data. Spark fits well as a central foundation for any data engineering workload. This book will teach you to write interactive Spark applications using Apache Zeppelin notebooks, write and compile reusable applications and modules, and fully test both batch and streaming. You will also learn to containerize your applications using Docker and run and deploy your Spark applications using a variety of tools such as Apache Airflow, Docker and Kubernetes. Reading this book will empower you to take advantage of Apache Spark to optimize your data pipelines and teach you to craft modular and testable Spark applications. You will create and deploy mission-critical streaming spark applications in a low-stress environment that paves the way for your own path to production. What You Will Learn * Simplify data transformation with Spark Pipelines and Spark SQL * Bridge data engineering with machine learning * Architect modular data pipeline applications * Build reusable application components and libraries * Containerize your Spark applications for consistency and reliability * Use Docker and Kubernetes to deploy your Spark applications * Speed up application experimentation using Apache Zeppelin and Docker * Understand serializable structured data and data contracts * Harness effective strategies for optimizing data in your data lakes * Build end-to-end Spark structured streaming applications using Redis and Apache Kafka * Embrace testing for your batch and streaming applications * Deploy and monitor your Spark applications Who This Book Is For Professional software engineers who want to take their current skills and apply them to new and exciting opportunities within the data ecosystem, practicing data engineers who are looking for a guiding light while traversing the many challenges of moving from batch to streaming modes, data architects who wish to provide clear and concise direction for how best to harness and use Apache Spark within their organization, and those interested in the ins and outs of becoming a modern data engineer in today's fast-paced and data-hungry world

Автор: Matthews, Janice R. (Scientific Editing Services) Matthews, Robert W. (University of Georgia)
Название: Successful Scientific Writing.A Step-by-Step Guide for the Biological and Medical Sciences
ISBN: 1107691931 ISBN-13(EAN): 9781107691933
Издательство: Cambridge Academ
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Цена: 36960.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The new edition of this best-selling guide has been thoroughly updated for today`s digital world, covering all aspects of the writing process and now including extensive coverage of ethical issues, including plagiarism. It offers a rich blend of practical advice, abundant examples from actual manuscripts, and hands-on exercises.

Автор: Ian Foster, Rayid Ghani, Ron S. Jarmin, Frauke Kre
Название: Big Data and Social Science
ISBN: 0367568594 ISBN-13(EAN): 9780367568597
Издательство: Taylor&Francis
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Цена: 59190.00 T
Наличие на складе: Невозможна поставка.
Описание: This classroom-tested book fills a major gap in graduate- and professional-level data science and social science education. It can be used to train a new generation of social data scientists to tackle real-world problems and improve the skills and competencies of applied social scientists and public policy practitioners.

Автор: Baltagi Badi H.
Название: Econometric Analysis of Panel Data
ISBN: 3030539520 ISBN-13(EAN): 9783030539528
Издательство: Springer
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Цена: 60550.00 T
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Описание: Introduction.- The One-Way Error Component Regression Model.- The Two-Way Error Component Regression Model.- Test of Hypotheses with Panel Data.- Heteroskedasticity and Serial Correlation in the Error Component Model.- Seemingly Unrelated Regressions with Error Components.- Simultaneous Equations with Error Components.- Dynamic Panel Data Models.- Unbalanced Panel Data Models.- Special Topics.- Limited Dependent Variables and Panel Data.- Nonstationary Panels.- Spatial Panel Data Models.

Автор: Kavita Taneja, Harmunish Taneja
Название: Data science and innovations for intelligent systems :
ISBN: 0367676273 ISBN-13(EAN): 9780367676278
Издательство: Taylor&Francis
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Цена: 148010.00 T
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Описание: This book not only focuses on the practical applications of data science to achieve computational excellence, but also digs deep into the issues and implications of intelligent systems.

Автор: Heeringa
Название: Applied Survey Data Analysis, Second Edition
ISBN: 1498761607 ISBN-13(EAN): 9781498761604
Издательство: Taylor&Francis
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Цена: 91860.00 T
Наличие на складе: Нет в наличии.
Описание: This book provides an overview of state-of-the-art approaches to the analysis of complex sample survey data. Building on the wealth of material on practical approaches to descriptive analysis and regression modeling from the first edition, this second edition expands the topics covered and presents more examples the analysis of survey data.

Автор: Nolan Deborah, Stoudt Sara
Название: Communicating with Data: The Art of Writing for Data Science
ISBN: 0198862741 ISBN-13(EAN): 9780198862741
Издательство: Oxford Academ
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Цена: 182010.00 T
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Описание: Communicating with Data aims to help students and researchers write about their insights in a way that is both compelling and faithful to the data

Автор: Michael C. Whitlock, Dolph Schluter
Название: The Analysis of Biological Data
ISBN: 1319325343 ISBN-13(EAN): 9781319325343
Издательство: Macmillan Learning
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Цена: 92390.00 T
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Описание: The evolution of a classicThe new 12th edition of Introduction to Genetic Analysis takes this cornerstone textbook to the next level.

Автор: Perrault Sarah
Название: Communicating Popular Science
ISBN: 1137017570 ISBN-13(EAN): 9781137017574
Издательство: Springer
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Цена: 83850.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: it explains how science writing works and argues that it can do better at promoting public discussions about science-related issues. Twenty-six years after Dorothy Nelkin`s groundbreaking book, Selling Science: How the Press Covers Science and Technology, popular science writing is still not meeting its potential as a public interest genre;

Автор: Michel Claessens
Название: Communicating European Research 2005
ISBN: 9401776679 ISBN-13(EAN): 9789401776677
Издательство: Springer
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Цена: 194730.00 T
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Описание: The book contains 40 articles written by forward-thinking speakers who presented their findings at the "Communicating European Research 2005" event which was organised by the European Commission in Brussels on 14-15 November 2005.

Автор: Donghong Cheng; Michel Claessens; Nicholas R. J. G
Название: Communicating Science in Social Contexts
ISBN: 9048179289 ISBN-13(EAN): 9789048179282
Издательство: Springer
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Цена: 158380.00 T
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Описание: Established theoretical models now seem out of step with the social reality of the sciences, and the previously clear-cut delineations and interacting domains between cultural fields have blurred. This book examines this shift.

Автор: Jaggia
Название: Business statistics communicating w numb
ISBN: 1259957616 ISBN-13(EAN): 9781259957611
Издательство: McGraw-Hill
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Цена: 193330.00 T
Наличие на складе: Поставка под заказ.
Описание: Revised edition of the authors` Business statistics, 2015.