Advanced analytics with Spark : patterns for learning from data at scale
(Book)
Author
Contributors
Published
Sebastopol, CA : O'Reilly, 2017.
Status
Copies
Location | Call Number | Status | Due Date |
---|---|---|---|
Central - Adult Nonfiction | 006.312 RYZA 2017 2nd ed. | Checked Out | May 2, 2024 |
Description
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Published
Sebastopol, CA : O'Reilly, 2017.
Format
Book
Physical Desc
xii, 264 pages : illustrations ; 23 cm
Language
English
Notes
Bibliography
Includes bibliographical references and index.
Description
The authors bring Spark, statistical methods, and real-world data sets together to teach you how to approach analytics problems by presenting examples and a set of self-contained patterns for performing large-scale data analysis with Spark. You'll start with an introduction to Spark and its ecosystem, and then dive into patterns that apply common techniques-classification, collaborative filtering, and anomaly detection among others-to fields such as genomics, security, and finance. If you have an entry-level understanding of machine learning and statistics, and you program in Java, Python, or Scala, you'll find these patterns useful for working on your own data applications.
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Citations
APA Citation, 7th Edition (style guide)
Ryza, S., Laserson, U., Owen, S., & Wills, J. (2017). Advanced analytics with Spark: patterns for learning from data at scale (Second edition.). O'Reilly.
Chicago / Turabian - Author Date Citation, 17th Edition (style guide)Sandy, Ryza et al.. 2017. Advanced Analytics With Spark: Patterns for Learning From Data At Scale. O'Reilly.
Chicago / Turabian - Humanities (Notes and Bibliography) Citation, 17th Edition (style guide)Sandy, Ryza et al.. Advanced Analytics With Spark: Patterns for Learning From Data At Scale O'Reilly, 2017.
MLA Citation, 9th Edition (style guide)Ryza, Sandy,, Uri Laserson, Sean Owen, and Josh Wills. Advanced Analytics With Spark: Patterns for Learning From Data At Scale Second edition., O'Reilly, 2017.
Note! Citations contain only title, author, edition, publisher, and year published. Citations should be used as a guideline and should be double checked for accuracy. Citation formats are based on standards as of August 2021.
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