Python Lab Assignment 3 - AvniM/PythonDL_LabAssignments GitHub Wiki

Task 1:

For any dataset, make a prediction model using Linear Regression

Code Link: https://github.com/AvniM/PythonLabAssignments/blob/master/LabAssignment3/Task%201/Lab3Task1.py

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Dataset Link: https://github.com/AvniM/PythonLabAssignments/blob/master/LabAssignment3/Task%201/Auto.csv

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Task 2:

For customer dataset, implement K-means clustering with 5 clusters.

Code Link: https://github.com/AvniM/PythonLabAssignments/blob/master/LabAssignment3/Task%202/Lab3Task2.py

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Dataset Link: https://github.com/AvniM/PythonLabAssignments/blob/master/LabAssignment3/Task%202/Customers.csv

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Task 3:

Implement SVM Classification for Linear Kernel and RBF Kernel

Code Link: https://github.com/AvniM/PythonLabAssignments/blob/master/LabAssignment3/Task%203/Lab3Task3.py

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Dataset Used: Breast Cancer Dataset

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Task 4:

Summarize a text file using Natural Language Processing.

Code Link: https://github.com/AvniM/PythonLabAssignments/blob/master/LabAssignment3/Task%204/Lab3Task4.py

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Input File Link: https://github.com/AvniM/PythonLabAssignments/blob/master/LabAssignment3/Task%204/input.txt

Output Link: https://github.com/AvniM/PythonLabAssignments/blob/master/LabAssignment3/Screenshots/T4Output.txt

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