Catalog Search Results
Author
Publisher
Apress
Pub. Date
2022.
Language
English
Description
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...
Author
Publisher
Recorded Books
Pub. Date
[2020]
Language
English
Description
The Simulmatics Corporation, founded in 1959, mined data, targeted voters, accelerated news, manipulated consumers, destabilized politics, and disordered knowledge--decades before Facebook, Google, Amazon, and Cambridge Analytica. Silicon Valley likes to imagine it has no past but the scientists of Simulmatics are the long-dead grandfathers of Mark Zuckerberg and Elon Musk. Borrowing from psychological warfare, they used computers to predict and direct...
Publisher
Kanopy Streaming
Pub. Date
2014.
Language
English
Description
IT professionals around the globe are now being challenged to manage, organize and analyze these vast data sets strategically; to identify new business trends, conduct highly-advanced product research and even predict threats to enterprise security. This report will introduce and explore the world of "Big Data" and offer advice and best practices that will help professionals understand and make the most of this incredible organizational resource....
10) Big data, data mining, and machine learning: value creation for business leaders and practitioners
Author
Series
Publisher
Wiley
Pub. Date
[2014]
Language
English
Description
"An expert guide to high performance computing architectures and how they relate to analytics and data miningWith the exponential growth of data comes an ever-increasing need to process and analyze so-called Big Data. High Performance Data Mining and Big Data Analytics provides a comprehensive view of the recent trend toward high performance computing architectures and its natural connection to analytics and data mining. You'll find coverage of topics...
Author
Publisher
Jeremy P. Tarcher/Penguin, a member of Penguin Group (USA)
Pub. Date
[2014]
Language
English
Description
In Hacking Happiness, futurist and contributing Mashable writer John C. Havens introduces you to your "quantified self"-your digital identity represented by gigabytes of data produced from tracking your activities on your smartphone and computer. Harvested by megacorporations such as Google, Facebook, and Amazon, Havens argues that companies gather this data because of its immense economic value, encouraging a culture of "sharing" as they hoard the...
Author
Publisher
O'Reilly
Pub. Date
2015.
Language
English
Description
"In this practical book, four Cloudera data scientists present a set of self-contained patterns for performing large-scale data analysis with Spark. The authors bring Spark, statistical methods, and real-world data sets together to teach you how to approach analytics problems by example. You'll start with an introduction to Spark and its ecosystem, and then dive into patterns that apply common techniques-classification, collaborative filtering, and...
13) Learning Spark
Author
Publisher
O'Reilly
Pub. Date
[2015]
Language
English
Description
This book introduces Apache Spark, the open source cluster computing system that makes data analytics fast to write and fast to run. You'll learn how to express parallel jobs with just a few lines of code, and cover applications from simple batch jobs to stream processing and machine learning.--
Author
Publisher
McGraw-Hill
Pub. Date
c2012.
Language
English
Description
"Big Data represents a new era in data exploration and utilization, and IBM is uniquely positioned to help clients navigate this transformation. This book reveals how IBM is leveraging open source Big Data technology, infused with IBM technologies, to deliver a robust, secure, highly available, enterprise-class Big Data platform. The three defining characteristics of Big Data-volume, variety, and velocity-are discussed. You'll get a primer on Hadoop...
Author
Series
Publisher
John Wiley & Sons, Inc
Pub. Date
[2020]
Language
English
Description
"A compilation of the key data science, machine learning, and deep learning programming languages: Python and R. It helps you decide which programming languages are best for specific data science needs. It also gives you the guidelines to build your own projects to solve problems in real time"--
Author
Language
English
Formats
Description
Data is fundamental to the modern world. From economic development to health care to education and public policy, we rely on numbers to allocate resources and make crucial decisions. But because so much data fails to take into account gender, because it treats men as the default and women as atypical, bias and discrimination are baked into our systems. And women pay tremendous costs for this bias, in time, money, and often with their lives. Celebrated...
Publisher
WGBH Educational Foundation
Pub. Date
2014
Language
English
Description
Frontline investigates the secret history of the unprecedented surveillance program that began in the wake of September 11th and continues today. As big technology companies encouraged users to share more and more information about their lives, they created a trove of data that could be useful not simply to advertisers, but also to the government. The revelations of NSA contractor Edward Snowden would push Silicon Valley into the center of a debate...
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