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Cheat-Sheets For Pandas 🐼

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python Tip
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gui_calender.py
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GUI Calender in Python πŸ“…

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x = [1, 2, 3]
y = (4, 5, 6)
z = x + list(y)
print(z)
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What will be the output of the following code?
Anonymous Quiz
54%
[1, 2, 3, 4, 5, 6]
13%
[1, 2, 3] + [4, 5, 6]
20%
[1, 2, 3, (4, 5, 6)]
13%
Error
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Python String Methods πŸš€

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rock_paper_scissor_game.py
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Rock Paper Scissor Game in Python πŸš€

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Which of the following types of loops are not supported in Python?
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4%
for
5%
while
74%
do-while
17%
None
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Python: From Zero to Hero - Code Your Way to the Top


Rating ⭐️: 4.4 out 5
Students πŸ‘¨β€πŸŽ“ : 233,718
Duration ⏰ : 4.5 hours on-demand video
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Created by πŸ‘¨β€πŸ«: Ahmed El Mohandes

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Selenium Base

Python APIs for web automation, testing, and bypassing bot-detection.

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✨ Welcome, 2025! ✨

The old year bids us farewell, leaving behind countless sweet memories and valuable lessons.
2024 taught us how to grow, improve, and keep moving forward with courage and hope.

May this new year bring new horizons of success, endless joy, and thrilling projects.
Your love and support made 2024 so memorable and meaningful.
You are the reason behind our progress and the source of our motivation. πŸ’–

In 2025, we aim to learn more, create new ideas, and share incredible moments with you.

Wishing you all a heartfelt Happy New Year! 🌈
Let’s come together and create wonderful memories this year.

Stay connected with us: @python_bds
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Python Roadmap
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A wonderful collection of Python tools for Data Science by Alex Wang.
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🐍 Python Roadmap 🐍

1️⃣ Foundations πŸ—
β€’ Syntax: Variables, Data Types, Operators
β€’ Control Flow: if, else, loops πŸŒ€
β€’ Functions: def, parameters, return values πŸ”§
β€’ Collections: Lists, Tuples, Sets, Dictionaries πŸ”‘

2️⃣ Intermediate 🧠
β€’ OOP: Classes, Inheritance, Polymorphism πŸ‘¨β€πŸ’»
β€’ Error Handling: try, except, Custom Exceptions 🚫
β€’ File Handling: Read/Write Files πŸ“
β€’ Modules: import, third-party libraries πŸ“¦

3️⃣ Advanced πŸš€
β€’ Decorators: Modify functions πŸ”„
β€’ Generators: Efficient iteration πŸ”„
β€’ Context Managers: with statements πŸ”‘
β€’ Multithreading: Parallel tasks πŸ§‘β€πŸ’»

4️⃣ Frameworks & Tools 🧰
β€’ Web Dev: Flask/Django ⚑️
β€’ Testing: unittest, pytest πŸ§ͺ
β€’ Data Science: Jupyter, Matplotlib πŸ“ˆ
β€’ DevOps: Docker 🐳, AWS SDK πŸŒ₯

5️⃣ Real-World Projects πŸ› 
β€’ Web Scraper: Collect data from websites (e.g., stock prices, weather) 🌐
β€’ Task Manager App: Track your to-dos with a simple UI πŸ—‚
β€’ Blog Website: Build a full-stack blog with Flask/Django ✍️
β€’ Chatbot: Create a simple FAQ bot using Python libraries πŸ€–
β€’ Portfolio Website: Showcase your projects and skills πŸ’»
β€’ E-commerce Website: Basic shopping cart system πŸ›

6️⃣ Best Practices πŸ’‘
β€’ Clean Code: PEP 8, Readability πŸ“
β€’ Version Control: Git/GitHub 🌍
β€’ CI/CD: Automate testing & deployment πŸš€
β€’ Algorithms: Sorting, Searching βš™οΈ

πŸ“… Timeline
β€’ 1–3 months: Basics
β€’ 3–6 months: Intermediate + Small Projects
β€’ 6–12 months: Advanced Topics & Large Projects
β€’ Ongoing: Open Source & Practice 🎯

πŸ“ Tip: Always keep building, experimenting, and learning! πŸš€


PS. Sorry we took short break, we are back to posting and learning 😊
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2025/07/12 22:03:40
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