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