Challenge 08 | Real Data Science Problem Solving , Using Python, NumPy & Pandas
Data Type Conversion Challenge with Python, NumPy & Pandas
In this real-world Data Science challenge, we clean and validate creator data by converting text-based numerical fields into proper numeric types.
Topics Covered:
✅ Data Types
✅ Type Conversion
✅ NumPy astype()
✅ Pandas astype()
✅ Data Validation
✅ Feature Engineering
Business Questions Solved:
Why data types matter
How to convert text to numbers
How to validate datasets
How to create new analytical features
#DataScience #Python #NumPy #Pandas #DataCleaning #DataValidation #AdityaDataScientist
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