Advanced Analytics with PySpark is popular PDF and ePub book, written by Akash Tandon in 2022-06-14, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Advanced Analytics with PySpark can be Read Online from any device for your convenience.
Advanced Analytics with PySpark Book PDF Summary
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 ecosystem Learn general approaches in data science Examine complete implementations that analyze large public datasets Discover which machine learning tools make sense for particular problems Explore code that can be adapted to many uses
Detail Book of Advanced Analytics with PySpark PDF
- Author : Akash Tandon
- Release : 14 June 2022
- Publisher : "O'Reilly Media, Inc."
- ISBN : 9781098103606
- Genre : Computers
- Total Page : 256 pages
- Language : English
- PDF File Size : 19,7 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book Advanced Analytics with PySpark by Akash Tandon, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.