Description: Further DetailsTitle: Advanced Analytics with PySparkCondition: NewSubtitle: Patterns for Learning from Data at Scale Using Python and SparkEAN: 9781098103651ISBN: 9781098103651Publisher: O'Reilly MediaFormat: PaperbackRelease Date: 06/24/2022Description: The amount of data being generated today is staggering--and growing. Apache Spark has emerged as the de facto tool to analyze big data and is now a critical part of the data science toolbox. Updated for Spark 3.0, this practical guide brings together Spark, statistical methods, and real-world datasets to teach you how to approach analytics problems using PySpark, Spark's Python API, and other best practices in Spark programming.Data scientists Akash Tandon, Sandy Ryza, Uri Laserson, Sean Owen, and Josh Wills offer an introduction to the Spark ecosystem, then dive into patterns that apply common techniques--including classification, clustering, collaborative filtering, and anomaly detection--to fields such as genomics, security, and finance. This updated edition also covers NLP and image processing.If you have a basic understanding of machine learning and statistics and you program in Python, this book will get you started with large-scale data analysis.Familiarize yourself with Spark's programming model and ecosystemLearn general approaches in data scienceExamine complete implementations that analyze large public datasetsDiscover which machine learning tools make sense for particular problemsExplore code that can be adapted to many usesLanguage: EnglishCountry/Region of Manufacture: USItem Height: 232mmItem Length: 178mmAuthor: Uri Laserson, Josh Wills, Sandy Ryza, Sean Owen, Akash TandonGenre: Computing & InternetRelease Year: 2022 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
Price: 68.12 USD
Location: GU14 0GT
End Time: 2024-11-20T00:03:16.000Z
Shipping Cost: 0 USD
Product Images
Item Specifics
Return shipping will be paid by: Buyer
All returns accepted: Returns Accepted
Item must be returned within: 30 Days
Refund will be given as: Money back or replacement (buyer's choice)
Return policy details:
Book Title: Advanced Analytics with PySpark
Title: Advanced Analytics with PySpark
Subtitle: Patterns for Learning from Data at Scale Using Python and Spark
EAN: 9781098103651
ISBN: 9781098103651
Release Date: 06/24/2022
Release Year: 2022
Country/Region of Manufacture: US
Genre: Computing & Internet
Number of Pages: 233 Pages
Language: English
Publication Name: Advanced Analytics with Pyspark : Patterns for Learning from Data at Scale Using Python and Spark
Publisher: O'reilly Media, Incorporated
Subject: Data Processing, Databases / Data Mining, Programming Languages / Python
Publication Year: 2022
Item Height: 0.6 in
Item Weight: 14.5 Oz
Type: Textbook
Item Length: 9.2 in
Subject Area: Computers
Author: Akash Tandon, Sean Owen, Uri Laserson, Josh Wills, Sandy Ryza
Item Width: 6.9 in
Format: Trade Paperback
