Gupta Hands-On Data Analysis with Scala

Perform data collection, processing, manipulation, and visualization with Scala
1. Auflage 2019
ISBN: 978-1-78934-426-4
Verlag: De Gruyter
Format: EPUB
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 298 Seiten

No detailed description available for "Hands-On Data Analysis with Scala".

Autoren/Hrsg.

Gupta, Rajesh

Fachgebiete

• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Mining
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Automatische Datenerfassung, Datenanalyse
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Informationsvisualisierung

Inhaltsverzeichnis

Table of Contents - Scala Overview

- Data Analysis Life Cycle
- Data Ingestion
- Data Exploration and Visualization
- Applying Statistics and Hypothesis Testing
- Intro to Spark for distributed Data Analysis
- Traditional Machine Learning for Data Analysis
- Near Real Time Data Analysis using Streaming
- Working with Data at scale

Über Autor(innen)

Gupta Rajesh:

Rajesh is a Hands-on Big Data Tech Lead and Enterprise Architect with extensive experience in the full life cycle of software development. He has successfully architected, developed and deployed highly scalable data solutions using Spark, Scala and Hadoop technology stack for several enterprises. A passionate, hands-on technologist, Rajesh has masters degrees in Mathematics and Computer Science from BITS, Pilani (India).