|
Week - 1
|
Introduction to Data Mining |
|
Week - 2
|
Data Mining Applications |
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Week - 3
|
The R programming language and RStudio as the development environment (IDE) |
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Week - 4
|
Python programming language and Jupyter Notebook as the development environment (IDE) |
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Week - 5
|
Data Preprocessing |
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Week - 6
|
Exploratory Data Analysis |
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Week - 7
|
Association Rules Mining |
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Week - 8
|
Applications of Association Rule Mining |
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Week - 9
|
Classification |
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Week - 10
|
Applications of Classification |
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Week - 11
|
Regression |
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Week - 12
|
Cluster Analysis |
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Week - 13
|
Applications of Cluster Analysis |
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Week - 14
|
Neural Networks and Deep Learning |
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