Most Used Libraries and Packages in Python | Easy Guide for Beginners



πŸ”Ή What is a Python Library or Package?

  • A library is a group of ready-made code that helps you do tasks easily.
  • A package is a folder that contains many libraries or modules.

βœ… You don’t need to write everything from scratch. Just import and use!


πŸ”Έ How to Install a Library?

pip install library_name

Example:

pip install numpy


πŸ”Ή Most Popular Python Libraries by Category


πŸ“Š 1. Data Analysis & Math

LibraryUse
NumPyWork with arrays, math functions
PandasHandle tables (rows and columns)
MatplotlibDraw charts and graphs
SeabornMake beautiful statistical graphs

βœ… Example:

import numpy as np

a = np.array([1, 2, 3])
print(a * 2)  # Output: [2 4 6]


πŸ€– 2. Machine Learning

LibraryUse
scikit-learnBuild ML models like classification
TensorFlowDeep learning (Google)
KerasEasy-to-use deep learning library

βœ… Example:

from sklearn.linear_model import LinearRegression
model = LinearRegression()


🌐 3. Web Development

LibraryUse
FlaskSimple web applications
DjangoBig web applications (full framework)

βœ… Flask Example:

from flask import Flask
app = Flask(__name__)

@app.route('/')
def home():
    return "Hello, World!"


πŸ§ͺ 4. Testing & Automation

LibraryUse
pytestTest your code
unittestBuilt-in testing tool
SeleniumAutomate browsers (web testing)

βœ… Selenium Example:

from selenium import webdriver
driver = webdriver.Chrome()
driver.get("https://google.com")


🧰 5. Utilities & Tools

LibraryUse
osWork with files/folders in system
datetimeWork with dates and time
randomGenerate random numbers
reWork with regular expressions

βœ… Example:

import os
print(os.getcwd())  # Show current folder


πŸ“š 6. Web Scraping

LibraryUse
BeautifulSoupGet data from web pages
requestsSend HTTP requests
lxmlParse HTML and XML data

βœ… Example:

import requests
from bs4 import BeautifulSoup

r = requests.get("https://example.com")
soup = BeautifulSoup(r.text, 'html.parser')
print(soup.title.text)


πŸ–ΌοΈ 7. Image and Media

LibraryUse
PillowWork with images
OpenCVImage processing & computer vision

βœ… Example:

from PIL import Image
img = Image.open("image.jpg")
img.show()


🐍 8. GUI (Desktop Apps)

LibraryUse
TkinterBuilt-in GUI (create windows)
PyQtPowerful GUI applications

βœ… Tkinter Example:

import tkinter as tk
win = tk.Tk()
win.title("Hello App")
win.mainloop()


🧾 Summary Table

CategoryLibraries
Data & MathNumPy, Pandas, Matplotlib
Machine Learningscikit-learn, TensorFlow, Keras
Web DevelopmentFlask, Django
AutomationSelenium, pytest, unittest
Web ScrapingBeautifulSoup, requests
GUI DevelopmentTkinter, PyQt
Image ProcessingPillow, OpenCV

🧠 Final Tip:

Learn the library you need for your project.
You don’t have to learn all at once.


πŸ“£ Coming Up Next:

➑️ How to Create Your Own Python Package (Step-by-Step)


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