Python applications examples

Python applications examples

Here are some examples of Python applications:

Web Development:

Code snippet:

from flask import Flask, render_template
app = Flask(name)
@app.route("/")
def home():
return "Hello World!"
if name == "main":
app.run()

Code snippet:

from django.urls import path
from .views import home
urlpatterns = [
path("", home, name="home"),
]

Data Science:

Example:

import pandas as pd
Load a CSV file
df = pd.read_csv("data.csv")
Perform some basic operations
print(df.head())  # Show the first few rows
print(df.describe())  # Show summary statistics

Example:

from sklearn.linear_model import LogisticRegression
from sklearn.datasets import load_iris
from sklearn.model_selection import train_test_split
Load the iris dataset
iris = load_iris()
Split data into training and testing sets
X_train, X_test, y_train, y_test = train_test_split(iris.data, iris.target, test_size=0.2)
Train a logistic regression model
logreg = LogisticRegression()
logreg.fit(X_train, y_train)
Evaluate the model on the test set
print(logreg.score(X_test, y_test))

Automation:

Example:

from selenium import webdriver
Launch a Chrome browser
driver = webdriver.Chrome()
Navigate to Google
driver.get("https://www.google.com")
Perform some actions
driver.find_element_by_name("q").send_keys("Python programming")
driver.find_element_by_name("btnG").click()
Close the browser
driver.quit()

Example:

import pyautogui
Take a screenshot of the screen
pyautogui.screenshot("screenshot.png")
Move the mouse to a specific location
pyautogui.moveTo(100, 200)
Click on an element
pyautogui.click(x=300, y=400)

Gaming:

Example:

import pygame
Initialize Pygame
pygame.init()
Create a window
screen = pygame.display.set_mode((640, 480))
Define some colors
WHITE = (255, 255, 255)
RED = (255, 0, 0)
Main game loop
while True:
Handle events
for event in pygame.event.get():
if event.type == pygame.QUIT:
pygame.quit()
sys.exit()
Draw something on the screen
pygame.draw.circle(screen, RED, (100, 100), 50)
Update the screen
pygame.display.flip()

Scientific Computing:

Example:

import numpy as np
Create a NumPy array
arr = np.array([1, 2, 3, 4, 5])
Perform some basic operations
print(arr.sum())  # Calculate the sum of the elements
print(arr.mean())  # Calculate the mean of the elements

These are just a few examples of Python applications. Python has many more libraries and frameworks for various domains, including artificial intelligence, machine learning, data science, web development, automation, gaming, scientific computing, and more.

How python is used for in real life

I'd be happy to respond in English!

Python has become an incredibly versatile and widely-used programming language, with its applications extending far beyond academia and research to real-life scenarios. Here are some ways Python is used in real life:

These examples demonstrate the versatility of Python in real-life scenarios, making it an essential tool for many industries and applications.