Python using AI

 

Python using AI - Prompts & Codes

• Tools useful for Python + AI
  1. ChatGPT - https://chatgpt.com/
  2. Claude AI - https://claude.ai/new
  3. Gemini - https://gemini.google.com/app
  4. Co-pilot - https://copilot.microsoft.com/chats/VF3SLiaBL2NTuEYKGdKRS
  5. Perplexity - https://www.perplexity.ai/
  6. Cursor - https://www.cursor.com/
  7. W3Schools - https://www.w3schools.com/
  8. Leetcode - https://leetcode.com/
  9. HackerRank - https://www.hackerrank.com/
  10. Colab - https://colab.research.google.com/
  11. Kaggle - https://www.kaggle.com/

Steps to open Colab

1. Search for “Colab” → Open the first link
2. File → New Notebook

Prompt 1

Assume i'm a complete beginner in Python, who has never written a code, tell a simple line to run

print("Hello, World!")

Prompt 2

I have 10 days of holidays, and I want to use these 10 days to learn Python, and I have 2 hours of free time every day, now prepare daily and hourly planner so that I'm at least good with Python basics

Prompt 3

Please give me a list of 10 MCQs on Python basics, make the options very tricky to choose

Prompt 4 Now give me 30 more of these and make the level to medium

Prompt 5

Can you explain me about this error: SyntaxError: incomplete input

Prompt 6

can you fix this code <paste your code>

Error code

wallet_amount = 100
ticket_price = 120

if wallet_amount > ticket_price:
  print("Go for a movie")
else:
  print("Go home"

Corrected code

wallet_amount = 100
ticket_price = 120

if wallet_amount > ticket_price:
  print("Go for a movie")
else:
  print("Go home")

Prompt 7 I started learning IF ELSE in Python, now help me understand about this

concept from scratch, with some examples in real life, assume you are

explaining this to a 5-year-old kid

toy_color = input("What color is the toy? ")

if toy_color == "red":
    print("Yay! I found a red toy!")
else:
    print("Oh no! No red toys here.")

Prompt 8

I want to create a world map visual in Python, if I hover over a country it should display that country name

import plotly.graph_objects as go
import pandas as pd

# Load the built-in dataset of country names and codes
df = pd.read_csv('<https://raw.githubusercontent.com/plotly/datasets/master/2014_world_gdp_with_codes.csv>')

# Create the choropleth map
fig = go.Figure(data=go.Choropleth(
    locations = df['CODE'],
    z = df['GDP (BILLIONS)'],
    text = df['COUNTRY'],
    colorscale = 'Blues',
    autocolorscale=False,
    reversescale=True,
    marker_line_color='darkgray',
    marker_line_width=0.5,
    colorbar_title = 'GDP Billions USD',
))

# Update the layout
fig.update_layout(
    title_text='World Map',
    geo=dict(
        showframe=False,
        showcoastlines=True,
        projection_type='equirectangular'
    ),
    annotations = [dict(
        x=0.55,
        y=0.1,
        xref='paper',
        yref='paper',
        text='Source: <a href="<https://www.cia.gov/library/publications/the-world-factbook/fields/2195.html>">\\
            CIA World Factbook</a>',
        showarrow = False
    )]
)

# Show the figure
fig.show()

How to set up Visual Studio Code?

1. Download “Visual Studio Code” - Latest version for Windows / Mac / Linux
2. Download “Python” - Latest version for Windows / Mac / Linux
3. Create a new file “app.py”
4. Paste your AI generated code below into this “app.py” file
5. Run this command streamlit run app.py
6. In case you get any errors → please run this command → pip install streamlit

Prompt 9 can you help me build a website in Python using Streamlit, it has to do the following: it should be a calculator with basic add, minus, multiply, and divide, it should have buttons to click as well

import streamlit as st

def calculate(num1, num2, operation):
    if operation == '+':
        return num1 + num2
    elif operation == '-':
        return num1 - num2
    elif operation == '*':
        return num1 * num2
    elif operation == '/':
        return num1 / num2 if num2 != 0 else "Error: Division by zero"

st.title("Simple Calculator")

# Input fields
num1 = st.number_input("Enter first number", value=0.0)
num2 = st.number_input("Enter second number", value=0.0)

# Operation buttons with Unicode symbols
col1, col2, col3, col4 = st.columns(4)
with col1:
    if st.button("\\u2795"):  # Heavy Plus Sign
        result = calculate(num1, num2, '+')
with col2:
    if st.button("\\u2796"):  # Heavy Minus Sign
        result = calculate(num1, num2, '-')
with col3:
    if st.button("\\u2716"):  # Multiplication X
        result = calculate(num1, num2, '*')
with col4:
    if st.button("\\u2797"):  # Heavy Division Sign
        result = calculate(num1, num2, '/')

# Display result
if 'result' in locals():
    st.success(f"Result: {result}")

# Add a note about the symbols
st.write("Button symbols: ➕ (add), ➖ (subtract), ✖️ (multiply), ➗ (divide)")

Prompt 10

Write a Python script to scrape static content from a website. Use the URL http://books.toscrape.com/ to scrape book titles and their prices. Parse the webpage using BeautifulSoup and print the data in a clean, readable format. Ensure the script works for static, non-time-sensitive pages, and include error handling for HTTP requests. Additionally, provide an option to save the scraped data to a CSV file.

import requests
from bs4 import BeautifulSoup

# URL of the website to scrape
url = "<http://books.toscrape.com/>"

# Send an HTTP GET request to the URL
response = requests.get(url)

# Parse the page content using BeautifulSoup
soup = BeautifulSoup(response.content, 'html.parser')

# Find all book containers
books = soup.find_all('article', class_='product_pod')

# List to store scraped data
book_data = []

# Loop through each book container to extract details
for book in books:
    # Extract book title
    title = book.h3.a['title']
    
    # Extract book price
    price = book.find('p', class_='price_color').text
    
    # Add details to the list
    book_data.append({'title': title, 'price': price})

# Display the scraped data
for i, book in enumerate(book_data, start=1):
    print(f"{i}. {book['title']} - {book['price']}")

import csv

# Save the data to a CSV file
with open('books.csv', 'w', newline='', encoding='utf-8') as csvfile:
    writer = csv.DictWriter(csvfile, fieldnames=['title', 'price'])
    writer.writeheader()
    writer.writerows(book_data)
print("Data saved to books.csv")

Prompt 11

can you help me scrape the T20I overall runs from this URL:

https://www.cricbuzz.com/profiles/1413/virat-kohli

import requests
from bs4 import BeautifulSoup

def scrape_t20i_runs(url):
    # Send a GET request to the URL
    response = requests.get(url)
    
    # Check if the request was successful
    if response.status_code == 200:
        # Parse the HTML content
        soup = BeautifulSoup(response.text, 'html.parser')
        
        # Find the table containing the player stats
        table = soup.find('table', class_='table cb-col-100 cb-plyr-thead')
        
        if table:
            # Find all rows in the table
            rows = table.find_all('tr')
            
            # Look for the T20I row
            for row in rows:
                cols = row.find_all('td')
                if cols and cols[0].text.strip() == 'T20I':
                    # The runs are in the third column (index 2)
                    t20i_runs = cols[4].text.strip()
                    return t20i_runs
        
        print("Couldn't find T20I stats in the table.")
        return None
    else:
        print(f"Failed to retrieve the webpage. Status code: {response.status_code}")
        return None

# URL of Virat Kohli's profile
url = "<https://www.cricbuzz.com/profiles/1413/virat-kohli>"

# Scrape T20I runs
t20i_runs = scrape_t20i_runs(url)

if t20i_runs:
    print(f"Virat Kohli's T20I overall runs: {t20i_runs}")
else:
    print("Failed to scrape T20I runs.")

Prompt 11

Decode the entire content of the page

Prompt 12

https://bolt.new/

https://www.cursor.com/

Create a python app to manage my to do list

Prompt 13

can you build a tic tac toe in python using flask

Prompt 14

can you build a todo app in python using flask

How to Top 1% people learn Python?

• Leetcode
• HackerRank
• Participating in Coding contests
• While preparing for college interviews
• While preparation for job interviews
• Use Blogs (GeeksforGeeks, Stackoverflow, Github forums, …)
• Use Youtube Channels (TheNewBoston, …)

How to Top 1% people use LLMs?

• Use one LLM for everything at the start

• Slowly figure out which LLM works best for them for various use cases

• Continuous learning

• Additional Links

  • https://gladson47.medium.com/python-notes-100-commands-tips-tricks-for-data-analysis-2c49eef382ba
  • https://leetcode.com/problems/palindrome-number/
  • https://www.youtube.com/watch?v=HBxCHonP6Ro&list=PL6gx4Cwl9DGAcbMi1sH6oAMk4JHw91mC_

• Additional Code

  Code 1

  l = [1, 2, 2, 2, 3, 4]
  
  # unique elements
  a1 = []
  
  for i in l:
    if i not in a1:
      a1.append(i)
  
  # frequencies
  a2 = []
  for i in a1:
    count = 0
    for j in l:
      if i == j:
        count += 1
    a2.append((i, count))
  
  

  Code 2

  l = [1, 2, 2, 2, 3, 4]
  d = {}
  
  for i in l:
    if i not in d:
      d[i] = 1
    else:
      d[i] += 1