How to Create Unclean Data Using Python & ChatGPT | Data Cleaning Practice for Beginners

Описание: How to Create Unclean Data Using Python & ChatGPT | Data Cleaning Practice for Beginners

Hi
I am Abhishek Jaiswal. Welcome to our YouTube channel @guideofmad

About this video-
Agar aap Data Analyst / Data Scientist banna chahte ho, toh sirf clean data par kaam karna kaafi nahi hai.
Is video mein aap seekhoge clean data ko intentionally unclean kaise banate hain, taaki aap real-world data cleaning practice kar sako.

🔹 Is Video Mein Kya Seekhenge?

✔ Clean dataset ko unclean kaise banaye
✔ Python pandas se missing values create karna
✔ Wrong spellings, extra spaces, duplicates banana
✔ Numeric column mein text inject karna
✔ ChatGPT ka smart use for practice data
✔ Beginner ke liye real-world data cleaning mindset

🔹 Important Clarification (Trust Builder)
⚠️ Data completely dummy & modified hai
⚠️ Dataset structure telecom churn se inspired hai
⚠️ Purpose sirf learning & practice hai

🔹 Yeh Video Kis Ke Liye Hai?
✅ Data Analyst Beginners
✅ Excel / SQL / Python learners
✅ Interview preparation
✅ Practice projects banane wale students


🔹 Tools Used
Python
Pandas
ChatGPT


Agar aapko real-world data analytics practice chahiye, toh channel ko subscribe karein 🚀


Thank you So much.

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