Data Analytics with Hadoop

Data Analytics with Hadoop
Author :
Publisher : "O'Reilly Media, Inc."
Total Pages : 288
Release :
ISBN-10 : 9781491913765
ISBN-13 : 1491913762
Rating : 4/5 (762 Downloads)

Book Synopsis Data Analytics with Hadoop by : Benjamin Bengfort

Download or read book Data Analytics with Hadoop written by Benjamin Bengfort and published by "O'Reilly Media, Inc.". This book was released on 2016-06 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ready to use statistical and machine-learning techniques across large data sets? This practical guide shows you why the Hadoop ecosystem is perfect for the job. Instead of deployment, operations, or software development usually associated with distributed computing, you’ll focus on particular analyses you can build, the data warehousing techniques that Hadoop provides, and higher order data workflows this framework can produce. Data scientists and analysts will learn how to perform a wide range of techniques, from writing MapReduce and Spark applications with Python to using advanced modeling and data management with Spark MLlib, Hive, and HBase. You’ll also learn about the analytical processes and data systems available to build and empower data products that can handle—and actually require—huge amounts of data. Understand core concepts behind Hadoop and cluster computing Use design patterns and parallel analytical algorithms to create distributed data analysis jobs Learn about data management, mining, and warehousing in a distributed context using Apache Hive and HBase Use Sqoop and Apache Flume to ingest data from relational databases Program complex Hadoop and Spark applications with Apache Pig and Spark DataFrames Perform machine learning techniques such as classification, clustering, and collaborative filtering with Spark’s MLlib


Data Analytics with Hadoop Related Books

Data Analytics with Hadoop
Language: en
Pages: 288
Authors: Benjamin Bengfort
Categories: Computers
Type: BOOK - Published: 2016-06 - Publisher: "O'Reilly Media, Inc."

GET EBOOK

Ready to use statistical and machine-learning techniques across large data sets? This practical guide shows you why the Hadoop ecosystem is perfect for the job.
Managing Data as a Product
Language: en
Pages: 368
Authors: Andrea Gioia
Categories: Computers
Type: BOOK - Published: 2024-11-29 - Publisher: Packt Publishing Ltd

GET EBOOK

Learn everything you need to know to manage data as a product and shift toward a more modular and decentralized socio-technical data architecture to deliver bus
Data Science For Dummies
Language: en
Pages: 436
Authors: Lillian Pierson
Categories: Computers
Type: BOOK - Published: 2021-08-20 - Publisher: John Wiley & Sons

GET EBOOK

Monetize your company’s data and data science expertise without spending a fortune on hiring independent strategy consultants to help What if there was one si
Data Mesh
Language: en
Pages: 387
Authors: Zhamak Dehghani
Categories: Computers
Type: BOOK - Published: 2022-03-08 - Publisher: "O'Reilly Media, Inc."

GET EBOOK

Many enterprises are investing in a next-generation data lake, hoping to democratize data at scale to provide business insights and ultimately make automated in
Managing Data Science
Language: en
Pages: 276
Authors: Kirill Dubovikov
Categories: Computers
Type: BOOK - Published: 2019-11-12 - Publisher: Packt Publishing Ltd

GET EBOOK

Understand data science concepts and methodologies to manage and deliver top-notch solutions for your organization Key FeaturesLearn the basics of data science