Ml

Benchmarking hardware for ML/DL

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Machine Learning Example with Pandas

Source: https://www.w3resource.com/python-exercises/pandas/pandas-machine-learning-integration.php

Structure of data.csv:

ID	Name	  Age	Gender	Salary	 Target
1,Sara,25,Female,50000,0
2,Ophrah,30,Male,60000,1
3,Torben,22,Male,70000,0
4,Masaharu,35,Male,80000,1
5,Kaya,NaN,Female,55000,0
6,Abaddon,29,Male,NaN,1
Column Description:

ID: A unique identifier for each record (integer). Name: The name of the individual (string). Age: Age of the individual (numerical, may have missing values). Gender: Gender of the individual (categorical: Male/Female). Salary: The individual's salary (numerical, may have missing values). Target: The target variable for binary classification (binary: 0 or 1).

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