Network Data Analytics: A Hands-On Approach for Application Development (Paperback, Softcover Repri)

Part I: Data Analytics and Hadoop

Introduction to Data Analytics

Introduction to Hadoop

Data Analytics with Map Reduce

Part II: Tools for Data Analytics

Apache Pig

Apache Hive

Apache Spark

Apache Flume

Apache Storm

Python

R

Part III: Machine Learning for Data Analytics

Basics of Machine Learning

Linear Regression

Logistic Regression

Machine Learning on Spark

Part IV: Exploring and Visualizing Data

Introduction to Visualization

Visualization Charts

Popular Visualization Tools

Data Visualization with Hadoop

Part V: Case Studies

Product Recommendation

Market Basket Analysis