Data Just Right : Introduction to Large-Scale Data and Analytics

Michael Manoochehri

38 valoraciones de Goodreads

Idioma: inglés

Editorial: Pearson Education (US), 2013

0321898656 / 9780321898654

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Librería: World of Books Inc, Montgomery, IL, Estados Unidos de AmericaWorld of Books Inc

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Descripción del artículo del vendedor

Making Big Data Work: Real-World Use Cases and Examples, Practical Code, Detailed Solutions   Large-scale data analysis is now vitally important to virtually every business. Mobile and social technologies are generating massive datasets; distributed cloud computing offers the resources to store and analyze them; and professionals have radically new technologies at their command, including NoSQL databases. Until now, however, most books on ?Big Data? have been little more than business polemics or product catalogs. Data Just Right is different: It?s a completely practical and indispensable guide for every Big Data decision-maker, implementer, and strategist.   Michael Manoochehri, a former Google engineer and data hacker, writes for professionals who need practical solutions that can be implemented with limited resources and time. Drawing on his extensive experience, he helps you focus on building applications, rather than infrastructure, because that?s where you can derive the most value.   Manoochehri shows how to address each of today?s key Big Data use cases in a cost-effective way by combining technologies in hybrid solutions. You?ll find expert approaches to managing massive datasets, visualizing data, building data pipelines and dashboards, choosing tools for statistical analysis, and more. Throughout, the author demonstrates techniques using many of today?s leading data analysis tools, including Hadoop, Hive, Shark, R, Apache Pig, Mahout, and Google BigQuery.   Coverage includes Mastering the four guiding principles of Big Data success?and avoiding common pitfalls Emphasizing collaboration and avoiding problems with siloed data Hosting and sharing multi-terabyte datasets efficiently and economically ?Building for infinity? to support rapid growth Developing a NoSQL Web app with Redis to collect crowd-sourced data Running distributed queries over massive datasets with Hadoop, Hive, and Shark Building a data dashboard with Google BigQuery Exploring large datasets with advanced visualization Implementing efficient pipelines for transforming immense amounts of data Automating complex processing with Apache Pig and the Cascading Java library Applying machine learning to classify, recommend, and predict incoming information Using R to perform statistical analysis on massive datasets Building highly efficient analytics workflows with Python and Pandas Establishing sensible purchasing strategies: when to build, buy, or outsource Previewing emerging trends and convergences in scalable data technologies and the evolving role of the Data Scientist.…

N° de ref. del artículo CIN0321898656VG

Título
Data Just Right : Introduction to Large-Scale Data and Analytics
Autor
Michael Manoochehri
Editorial
Pearson Education (US)
Año de publicación
2013
Estado
Very Good
Encuadernación
Paperback
Idioma
inglés
ISBN 10
0321898656
ISBN 13
9780321898654

World of Books Inc

Montgomery, IL, Estados Unidos de America

Vendedor de 4 estrellas

Vendedor de IberLibro desde 23 de marzo de 2026

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Founded in 2002, World of Books is a leading online destination for buying and selling both preloved and new books, committed to making sustainable reading accessible to all. With a mission to help people read more and waste less, World of Books offers a huge range of affordable, high-quality books — giving both new and preloved titles a second life. The company also operates World of Books – Sell Your Books, an easy-to-use platform that allows customers to trade in unwanted books for cash, helping to keep books in circulation while promoting sustainability. As a Certified B Corp, World of Books is driven by a vision to become the world’s largest and most sustainable dedicated online bookstore. The company measures its success through the positive environmental impact it creates, the value it provides to customers, and its ability to operate profitably while supporting its sustainable mission …

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