Python Projects & Free Books
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Python Interview Projects & Free Courses

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Rainbow circle using Python
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Python + AI Entrepreneurship Roadmap

Stage 1 โ€“ Identify AI Opportunity (Solve Real-World Problems)
Stage 2 โ€“ Build Python/AI Skills (ML, Deep Learning)
Stage 3 โ€“ Design AI Product (Prototyping with Flask/TensorFlow)
Stage 4 โ€“ Validate AI Model (Data Collection & Training)
Stage 5 โ€“ Build MVP (Deploy AI App)
Stage 6 โ€“ Secure Funding (Pitch to Investors)
Stage 7 โ€“ Marketing & Growth (AI-Driven Campaigns)
Stage 8 โ€“ Scale Product (Optimize & Automate)

๐Ÿ† โ€“ Python AI Entrepreneur
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โŒจ๏ธ Learn About Python List Methods
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Print 2025 Calendar using Python
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Top 10 Python Project Ideas ๐Ÿ’ก
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Exclusion from the queue

The collections.deque() class is a generalization of stacks and queues, and represents a deque. A deque() supports thread-safe, memory-efficient operations for inserting and removing elements of a sequence from either side, with roughly the same O(1) performance in either direction.
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Free Python Resources
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https://whatsapp.com/channel/0029VaiM08SDuMRaGKd9Wv0L
gui_calender.py
1.3 KB
GUI Calender in Python ๐Ÿ“…

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Creating Virtual Environment for Python

ยป Download Python
First you need python installed in your local machine to create virtual environment.
Download Python from Here



ยป Steps to create '.env' folder (virtual environment for python)
1. Navigate to the folder where you want to make your project
Example:

cd D:/code/


2. Open terminal (local terminal, command prompt, or vs code terminal) in that folder

3. Now, use these commands
python --version # Type this and hit enter to verify the python version


# Now use these commands
python -m venv .env


4. Your virtual environment is created in that folder, now activate this virtual environment using this command.

Command for 'Command Prompt':
.\env\Scripts\activate


Command for 'Powershell':
.\env\Scripts\Activate.ps1


Command for Git Bash or WSL:
source \.env\bin\activate


If Powershell gives you error like File cannot be loaded because running scripts is disabled then use this command!
Set-ExecutionPolicy -Scope Process -ExecutionPolicy Bypass


5. Congratulations๐ŸŽŠ Your virtual environment activated now make your project


Happy Coding ๐Ÿ‘จโ€๐Ÿ’ป
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โŒจ๏ธ Piechart using matplotlib in Python
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Drawing Beautiful Design Using Python
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from turtle import *
import turtle as t

def my_turtle():
# Choices
sides = str(3)
loops = str(450)
pen = 1
for i in range(int(loops)):
forward(i * 2/int(sides) + i)
left(360/int(sides) + .350)
hideturtle()
pensize(pen)
speed(30)

my_turtle()
t.done()
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Scrap Image from google using BeautifulSoup
import requests
from bs4 import BeautifulSoup as BSP

def get_image_urls(search_query):
url = f"https://www.google.com/search?q={search_query}&tbm=isch"
headers = {
"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.3"
}
rss = requests.get(url, headers=headers)
soup = BSP(rss.content, "html.parser")

all_img = []
for img in soup.find_all('img'):
src = img['src']
if not src.endswith("gif"):
all_img.append(src)

return all_img

print(get_image_urls("boy"))
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๐Ÿ“ˆ Predictive Modeling for Future Stock Prices in Python: A Step-by-Step Guide

The process of building a stock price prediction model using Python.

1. Import required modules

2. Obtaining historical data on stock prices

3. Selection of features.

4. Definition of features and target variable

5. Preparing data for training

6. Separation of data into training and test sets

7. Building and training the model

8. Making forecasts

9. Trading Strategy Testing
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