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Data Reduction Introduction
Lesson 8 of 12 • 1 upvotes • 10:00mins
Sakshi Agarwal
This lesson gives an introduction about Data Reduction Strategies.
Data Preprocessing
12 lessons • 2h 29m
1
Introduction
12:53mins
2
Data Cleaning: Missing Data
10:45mins
3
Data Cleaning: Noisy Data
11:50mins
4
Data Integration - 1
14:35mins
5
Data Integration - 2
13:30mins
6
Data Transformation - 1
11:28mins
7
Data Transformation - 2
13:01mins
8
Data Reduction Introduction
10:00mins
9
Dimentionality Reduction
14:41mins
10
Numerosity Reduction - 1
9:26mins
11
Numerosity Reduction - 2
11:58mins
12
Discretization and Concept Hierarchy
14:58mins
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