Big Data Analytics with Java by Rajat Mehta PDF

By Rajat Mehta

Key Features

  • Acquire real-world set of instruments for development company point information technological know-how applications
  • Surpasses the barrier of alternative languages in facts technology and examine create important object-oriented codes
  • Extensive use of Java compliant massive info instruments like apache spark, Hadoop, etc.

Book Description

This e-book covers case reviews reminiscent of sentiment research on a tweet dataset, tips on a movielens dataset, purchaser segmentation on an ecommerce dataset, and graph research on real flights dataset.

This e-book is an end-to-end advisor to enforce analytics on enormous info with Java. Java is the de facto language for significant huge facts environments, together with Hadoop. This ebook will train you the way to accomplish analytics on massive information with production-friendly Java. This publication essentially divided into sections. the 1st half is an advent that would support the readers get accustomed to significant information environments, while the second one half will comprise a hardcore dialogue on all of the strategies in analytics on significant info. it's going to take you from facts research and information visualization to the center options and benefits of laptop studying, real-life utilization of regression and category utilizing Naive Bayes, a deep dialogue at the strategies of clustering,and a assessment of straightforward neural networks on enormous facts utilizing deepLearning4j or undeniable Java Spark code. This e-book is a must have booklet for Java builders who are looking to commence studying massive information analytics and wish to take advantage of it within the actual world.

What you'll learn

  • Start from basic analytic projects on tremendous data
  • Get into extra advanced initiatives with predictive analytics on tremendous info utilizing computer learning
  • Learn actual time analytic tasks
  • Understand the innovations with examples and case studies
  • Prepare and refine facts for analysis
  • Create charts so that it will comprehend the data
  • See a variety of real-world datasets

About the Author

The writer is a vice chairman (Technical Architect) in know-how in JP Morgan Chase in manhattan. the writer is a sunlight qualified java developer and has labored on java comparable applied sciences for greater than sixteen years. present position for the prior few years seriously comprises the use of bid facts stack and working analytics on it. writer can be a contributor in quite a few open resource tasks which are on hand on his GitHub repository and can also be a common write on dev magazines.

Table of Contents

  1. Big information Analytics with Java
  2. First Steps on info Analysis
  3. Data Visualization
  4. Basics of computing device Learning
  5. Regression on titanic Data
  6. Naive Bayes and Sentiment Analysis
  7. Classification utilizing selection Trees
  8. Classification on ensemble of choice Trees
  9. Recommendations on huge Data
  10. Clustering in motion on massive Data
  11. Building graphs on gigantic Data
  12. Streaming on giant Data
  13. Deep studying utilizing tremendous Data

Show description

Read Online or Download Big Data Analytics with Java PDF

Best java programming books

Get Interactive Quantum Mechanics PDF

Eventually: the hot variation of Brandt and Dahmen's grasp piece, for years on hand for notebook or Mac, now back on hand in a Java version for home windows, Macintosh, and Linux alltogether in a single publication with CD-ROM. in keeping with the interactive application INTERQUANTA (included at the CD-ROM) and its huge 3D colour photograph gains, the publication publications its readers via greater than 250 class-tested interactive difficulties.

Get Programming Concurrency on the JVM: Mastering PDF

Greater than ever, studying to application concurrency is necessary to making swifter, responsive purposes. quickly and cheap multicore is using the call for for high-performing purposes, and you may leverage the Java platform to convey those purposes to lifestyles. Concurrency at the Java platform has developed, from the synchronization version of JDK to software program transactional reminiscence (STM) and actor-based concurrency.

Get Java EE 7. Enterprise-Anwendungsentwicklung leicht gemacht PDF

Java EE stellt schon seit mehr als siebzehn Jahren eine verlässliche und tragfähige Plattform zur Entwicklung von Enterprise-Anwendungen dar. Waren die ersten Versionen bis zu J2EE 1. four noch komplex und schwergewichtig, so ist die aktuelle model trotz des großen Leistungsumfangs stark auf die Einfachheit der Softwareentwicklung fokussiert.

Download PDF by Cay S. Horstmann: Core Java Volume I--Fundamentals: 1 (Core Series)

Center Java® has lengthy been well-known because the top, no-nonsense instructional and reference for knowledgeable programmers who are looking to write powerful Java code for real-world functions. Now, center Java®, quantity I—Fundamentals, 10th variation, has been widely up-to-date to mirror the main eagerly awaited and leading edge model of Java in years: Java SE eight.

Extra resources for Big Data Analytics with Java

Sample text

Download PDF sample

Big Data Analytics with Java by Rajat Mehta


by John
4.3

Rated 4.87 of 5 – based on 20 votes