Ebook Free Mastering Apache SparkBy Mike Frampton

Ebook Free Mastering Apache SparkBy Mike Frampton

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Mastering Apache SparkBy Mike Frampton

Ebook Free Mastering Apache SparkBy Mike Frampton

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Gain expertise in processing and storing data by using advanced techniques with Apache Spark

About This Book

• Explore the integration of Apache Spark with third party applications such as H20, Databricks and Titan
• Evaluate how Cassandra and Hbase can be used for storage
• An advanced guide with a combination of instructions and practical examples to extend the most up-to date Spark functionalities

Who This Book Is For

If you are a developer with some experience with Spark and want to strengthen your knowledge of how to get around in the world of Spark, then this book is ideal for you. Basic knowledge of Linux, Hadoop and Spark is assumed. Reasonable knowledge of Scala is expected.

What You Will Learn

• Extend the tools available for processing and storage
• Examine clustering and classification using MLlib
• Discover Spark stream processing via Flume, HDFS
• Create a schema in Spark SQL, and learn how a Spark schema can be populated with data
• Study Spark based graph processing using Spark GraphX
• Combine Spark with H20 and deep learning and learn why it is useful
• Evaluate how graph storage works with Apache Spark, Titan, HBase and Cassandra
• Use Apache Spark in the cloud with Databricks and AWS

In Detail

Apache Spark is an in-memory cluster based parallel processing system that provides a wide range of functionality like graph processing, machine learning, stream processing and SQL. It operates at unprecedented speeds, is easy to use and offers a rich set of data transformations.

This book aims to take your limited knowledge of Spark to the next level by teaching you how to expand Spark functionality. The book commences with an overview of the Spark eco-system. You will learn how to use MLlib to create a fully working neural net for handwriting recognition. You will then discover how stream processing can be tuned for optimal performance and to ensure parallel processing. The book extends to show how to incorporate H20 for machine learning, Titan for graph based storage, Databricks for cloud-based Spark. Intermediate Scala based code examples are provided for Apache Spark module processing in a CentOS Linux and Databricks cloud environment.

Style and approach

This book is an extensive guide to Apache Spark modules and tools and shows how Spark's functionality can be extended for real-time processing and storage with worked examples.

• Sales Rank: #235949 in eBooks
• Published on: 2015-09-30
• Released on: 2015-09-30
• Format: Kindle eBook

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Ebook AuditingBy Alan Millichamp, John Taylor

Ebook AuditingBy Alan Millichamp, John Taylor

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AuditingBy Alan Millichamp, John Taylor

Ebook AuditingBy Alan Millichamp, John Taylor

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This comprehensive textbook provides up-to-date coverage of auditing in an accessible style and clearly explains the key features of auditing in short, easily readable sections that promote effective learning.

• Sales Rank: #3368045 in Books
• Brand: Brand: Cengage Learning EMEA
• Published on: 2012-02-14
• Original language: English
• Number of items: 1
• Dimensions: 9.60" h x 1.00" w x 7.30" l, 1.95 pounds
• Binding: Paperback
• 506 pages

Features

• Used Book in Good Condition

Review
"This well-written and user-friendly textbook is very suitable for auditing and accounting courses at both undergraduate and postgraduate levels." Dr. Jessica H. Yang, Lecturer in Accounting, Henley Business School, UK

"With an excellent blending of theory and practice, this book is simply outstanding. Invaluable to any auditing course, this very constructive and highly readable text is also suitable for non-native English speaking students." Pavel Savitch, Professor of Accounting and Auditing, International University in Geneva, Switzerland

"Millichamp & Taylor continues to provide a comprehensive approach to auditing to meet the needs of professional students. It also offers a clear and structured underpinning for academic programmes in external audit. "Fred Hutchinson, Principal Lecturer in Accounting, Teeside University, UK

About the Author
The late Alan Millichamp was a former examiner assessor in auditing and taught at the universities of Wolverhampton and Birmingham, the Open University Business School and in the private sector.

John Taylor teaches at Leeds Metropolitan University on professional accounting courses. He was a professional auditor for many years and the former financial director of a PLC based in Leeds

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Get Free Ebook Basic Veterinary Immunology

Get Free Ebook Basic Veterinary Immunology

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Basic Veterinary Immunology

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Review

"A much needed, entry-level introduction to veterinary-specific immunology. Aimed at students, it fills a gap in the market and, in doing so, will be a welcome read for anyone requiring an understanding of immunology either for curriculum-based studies, or to build on basic existing knowledge. . . . this book is a welcome addition to any student library, but also as a ‘go to book’ for the new graduate clinician with its easy to read format and extensive index."―Melanie S. Lean, Veterinary Record"The superb illustrations in this book, as well as the clarity of the writing, mean that some of the more difficult concepts in immunology are presented in a way that will facilitate student learning. The clinical examples and review exercises will also assist with this. I highly recommend this book to those involved in teaching immunology to veterinary students"—Dr. Joan Lloyd, Australian Veterinary Journal"...a welcome resource for veterinary and graduate students who are studying the fascinating and increasingly complex subject of immunology."  —Margaret C. Barr, Vet Med Today

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About the Author

Gerald N. Callahan is a professor of immunology and public understanding of science at Colorado State University with joint appointments in the Department of Microbiology, Immunology, and Pathology and the Department of English. Robin M. Yates is associate professor in the Departments of Comparative Biology and Experimental Medicine, Veterinary Medicine, and Biochemistry and Molecular Biology at the University of Calgary.

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Product details

Paperback: 337 pages

Publisher: University Press of Colorado; 1 edition (May 15, 2014)

Language: English

ISBN-10: 1607322188

ISBN-13: 978-1607322184

Product Dimensions:

7 x 0.9 x 10 inches

Shipping Weight: 1.9 pounds (View shipping rates and policies)

Average Customer Review:

5.0 out of 5 stars

2 customer reviews

Amazon Best Sellers Rank:

#1,075,077 in Books (See Top 100 in Books)

I thoroughly enjoyed this textbook. I know that seems weird, but it was a very easy read that contained a solid overview of immunology. It's effectiveness will depend heavily on the level of knowledge needed in your course, but if it is a basic overview you are looking for -- this is the textbook for you. It is easy to follow and I would highly recommend it for a vet student who is taking a basic immunology course, a vet looking to brush up on their immunology, or a lay person looking for a good overview of the subject. It is worth noting that while this is a veterinary immunology textbook, it will carry over to humans as well...if you're into that kind of thing.

Good poctires. Easy to read. Relavent.

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Get Free Ebook The First StoneBy Don Aker

Get Free Ebook The First StoneBy Don Aker

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The First StoneBy Don Aker

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Reef is an embittered young offender, hardly able to contain his anger at the world over the death of his grandmother, the only person who had shown him any love. Seventeen-year-old Leeza is mourning the death of her older sister. A stone hurled in rage shatters both their lives and throws them together in the most unexpected way—and offers them a chance at healing.

• Sales Rank: #2149073 in eBooks
• Published on: 2010-08-01
• Released on: 2010-08-01
• Format: Kindle eBook

About the Author

DON AKER is the author of The Space Between, winner of the Canadian Library Association’s Honour Book Award; One on One, winner of the Canadian Authors Association Lilla Stirling Award; and The First Stone, winner of the Ann Connor Brimer Award and the White Pine Award. His novels The Fifth Rule and Running on Empty were also White Pine Award finalists. A teacher for over twenty years and the father of two daughters, Don lives with his wife on Nova Scotia’s Bay of Fundy shoreline. Visit him online at donaker.com.

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