Big Data Analysis with Python (Paperback or Softback)
Marin, Ivan
Verkauft von BargainBookStores, Grand Rapids, MI, USA
AbeBooks-Verkäufer seit 23. Januar 2002
Neu - Softcover
Zustand: Neu
Anzahl: 5 verfügbar
In den Warenkorb legenVerkauft von BargainBookStores, Grand Rapids, MI, USA
AbeBooks-Verkäufer seit 23. Januar 2002
Zustand: Neu
Anzahl: 5 verfügbar
In den Warenkorb legenBig Data Analysis with Python 1.06.
Bestandsnummer des Verkäufers BBS-9781789955286
Get to grips with processing large volumes of data and presenting it as engaging, interactive insights using Spark and Python.
Processing big data in real time is challenging due to scalability, information inconsistency, and fault tolerance. Big Data Analysis with Python teaches you how to use tools that can control this data avalanche for you. With this book, you'll learn practical techniques to aggregate data into useful dimensions for posterior analysis, extract statistical measurements, and transform datasets into features for other systems.
The book begins with an introduction to data manipulation in Python using pandas. You'll then get familiar with statistical analysis and plotting techniques. With multiple hands-on activities in store, you'll be able to analyze data that is distributed on several computers by using Dask. As you progress, you'll study how to aggregate data for plots when the entire data cannot be accommodated in memory. You'll also explore Hadoop (HDFS and YARN), which will help you tackle larger datasets. The book also covers Spark and explains how it interacts with other tools.
By the end of this book, you'll be able to bootstrap your own Python environment, process large files, and manipulate data to generate statistics, metrics, and graphs.
Big Data Analysis with Python is designed for Python developers, data analysts, and data scientists who want to get hands-on with methods to control data and transform it into impactful insights. Basic knowledge of statistical measurements and relational databases will help you to understand various concepts explained in this book.
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