Course curriculum

  • 1

    Introduction

    • Introduction
    • Introduction-Text
    • Problem Statement
  • 2

    Understanding Data

    • Data Extraction in Hadoop
    • Data Extraction in Hadoop Quiz
    • Data Extraction in Hadoop-Text
    • Data Types and Missing Values
    • Understanding Data_Code Execution
  • 3

    Data Transformation

    • Converting to Factors and Scaling Numeric Data Types
    • Converting to Factors and Scaling Numeric Data Types - Quiz
    • Classification / Bucketing Data
    • Classification / Bucketing Data Quiz
    • Data Transformation_Code Execution
  • 4

    Clustering

    • Understanding Clustering
    • Understanding Clustering - Quiz
    • Applying Clustering to the Problem Statement
    • Applying Clustering to the Problem Statement- Quiz
    • Graphical View / Plotting Clusters
    • Clustering_Code Execution
    • Understanding Clustering - Text
    • Graphical View / Plotting Clusters - Quiz
  • 5

    Data Interpretation

    • Variable Distribution Across Clusters
    • Variable Distribution Across Clusters - Quiz
    • Solution to The Problem Statement
    • Solution to The Problem Statement - text
  • 6

    Summary

    • Course Summary
    • Course Summary - Text