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Telecom Data Analytics
Introduction
Introduction (2:50)
Problem Statement (0:58)
Understanding Data
Data Extraction in Hadoop (4:59)
Data Types and Missing Values (1:30)
Understanding Data_Code Execution (9:48)
Data Transformation
Converting to Factors and Scaling Numeric Data Types (1:56)
Classification / Bucketing Data (1:11)
Data Transformation_Code Execution (3:15)
Clustering
Understanding Clustering (4:28)
Applying Clustering to the Problem Statement (1:40)
Graphical View / Plotting Clusters (0:52)
Clustering_Code Execution (4:07)
Data Interpretation
Variable Distribution Across Clusters (3:20)
Solution to The Problem Statement (1:36)
Summary
Course Summary (2:31)
Data Transformation_Code Execution
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