Project $3$

List of Problems

Python Libraries are a set of useful functions that eliminate the

need for writing codes from scratch. There are over $137,000$

python libraries present today. Python libraries play a vital role

in developing machine learning, data science, data visualization,

image and data manipulation applications, and more.

Select the problem according to the first letter of your family

name.

$($a$)$ Download$/$install the selected python library.

$($b$)$ Write a simple python program that demonstrates the

selected python library.

$($c$)$ Test$/$Execute the python program.

Make a screen image that includes input and output data.

$($d$)$ Write at least $50$ lines, $6,000$ characters, Calibri, $11,$ No

Spacing $+$ by needs images, tables, etc.

on the selected python library.

Problem I $-$ J $-$ XGBoost

Extreme Gradient Boosting $($XGBoost$)$ is a highly efficient and flexible gradient boosting library that's widely used for structured$/$tabular data tasks.

Original Data

Bootstrapping

Agragsting

Bogsing