Chapter 6: Data Analysis for Big Data

In this chapter, we will introduce the basics of data analysis for Big Data. We will firstly discuss the importance of data analysis in the context of Big Data and then cover some of the key techniques and tools used for analyzing large datasets. We will also explore specifically the machine learning and deep learning techniques that are commonly used in Big Data analysis.

Contents:

• Data Analysis for Big Data: Overview
  • Products of Data Analysis
  • Data Analysis in Big Data Context
• Machine Learning And Deep Learning For Data Analysis
  • Machine Learning
  • Deep Learning
  • Case Studies of Data Analysis for Big Data