Pandas head(), tail(), sample(), info() | Data Inspection & Cleaning | Urdu / Hindi

This is lecture 45 and in this lecture, we discussed important Pandas functions for data inspection and cleaning, including head(), tail(), sample(), and info(). We also learned how to remove unwanted/raw data from columns.

These concepts are essential for working with real-world datasets in Data Science and Data Analysis.

📌 Topics Covered in This Lecture:
✅ Using head() to view top rows
✅ Using tail() to view last rows
✅ Using sample() to explore random data
✅ Using info() to understand dataset structure
✅ Identifying data types and missing values
✅ Removing unwanted/raw data from columns
✅ Basic data cleaning techniques
✅ Practical examples for beginners

🎯 After watching this lecture, you’ll be able to inspect and clean datasets efficiently, which is a crucial skill in Data Science.

📚 Explained step-by-step in Urdu, with beginner-friendly examples.

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