2. Third-Party Libraries.
These are not included in the Python standard library and need to be installed separately, usually via pip.
Data Science and Machine Learning:
import numpy as np # Fundamental package for numerical computations. import pandas as pd # Data manipulation and analysis. import matplotlib.pyplot as plt # Plotting library. import seaborn as sns # Statistical data visualization. import scikit-learn # Machine learning library.
Web Development:
import requests # Simplified HTTP requests. import flask # Micro web framework for Python. import django # High-level web framework.
Scientific Computing:
import scipy # Library for scientific and technical computing.
Automation and Web Scraping:
import selenium # For automating web browsers. import bs4 # BeautifulSoup for web scraping. import pyautogui # For controlling the mouse and keyboard.
Deep Learning:
import tensorflow as tf # Deep learning framework. import torch # Another deep learning framework (PyTorch).
Testing:
import unittest # Unit testing framework. import pytest # Another popular testing framework.
Alright that's all for today, you can check for part three. Good luck out there!
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