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DDS_202: Data Mining and Data Warehousing
General
Introduction
Regression Analysis
Association Rule Mining
Clustering Basics
Partition based Clusterings
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DDS_202: Data Mining and Data Warehousing
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Diploma in Data Science (DDS)
DDS_202: Data Mining and Data Warehousing
Introduction
Intrduction to Data Minining
Intrduction to Data Minining
Introduction to Data Mining and Knowledge Discovery
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https://www.dropbox.com/scl/fi/h4tg7cwkbml3uvxoi6qfr/Lecture-1-Introduction.pptx?rlkey=yxhs7yl279st4djluaoebmqlp&dl=0
link to open resource.
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Types and Data and their Visualization
Types of Data Mining
Simple Linear Regression
Multiple Linear Regression
Logistic Regression
Support and Confidence, APRIORI Principle
Lift and Coverage
Conjoint Analysis
Introduction to clustering
Similarity Index
k-Means Clustering
E-commerce customer data
More on k-Means clustering
Image segmentation
Types and Data and their Visualization ►