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Python Lab Programs Guide

This document contains a lab record for machine learning programs using Python libraries like NumPy, Pandas, and Matplotlib. It lists 21 programming tasks including creating matrices and reversing arrays with NumPy, working with data frames in Pandas, and plotting graphs like histograms and scatter plots using Matplotlib. The record documents the programs completed by a student named Deepak Kumar for a guided machine learning course.

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SHIVAM KUMAR SINGH
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189 views14 pages

Python Lab Programs Guide

This document contains a lab record for machine learning programs using Python libraries like NumPy, Pandas, and Matplotlib. It lists 21 programming tasks including creating matrices and reversing arrays with NumPy, working with data frames in Pandas, and plotting graphs like histograms and scatter plots using Matplotlib. The record documents the programs completed by a student named Deepak Kumar for a guided machine learning course.

Uploaded by

SHIVAM KUMAR SINGH
Copyright
© © All Rights Reserved
We take content rights seriously. If you suspect this is your content, claim it here.
Available Formats
Download as DOCX, PDF, TXT or read online on Scribd
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Machine Learning Using

Python
Lab Record

Name- Deepak Kumar


Reg. – 210101120083
Guided By-
Arya lopa

Programs Using Numpy


1.Write a program to create a 3×3 matrix with values
ranging from 2 to 10.

2. write program to multiply all values in the list


3. Write a program to create a 3×3 matrix-

4. Write a program to reverse an array


5. Write a program for checking unique element in array

Program Using Panda


6.Create a Data Frame from dict of ND arrays:

7.How will you add a column to a pandas Data Frame?


8.How to get the items of series A not present in series
B?

9.Define the different ways a Data Frame can be created


in pandas?

10.write a program to create data frame from given list


Program Using MatplotLib
11.Plotting a single horizontal line

12. Plotting multiple horizontal lines


13.write program to draw Histogram
14. write a program to draw bar plot
15.write a program to plot scatter plot
16.write a program to check number is even or odd

17.write a program to check given number is prime


number or not ?
18.write Program to display the Fibonacci sequence up
to n-th term
19.Write Python Program to print Palindrome numbers
from 1 to 100
20.Write Python program to calculate simple interest

21. Write Python program to compute compound


interest
Thank You

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