October 26, 2024
Data cleaning in data science using Pandas
The data often comes from numerous resources and is not clean. It usually contains duplicates, missing values, wrong or undesired formats, etc. Running your experiments on this disorganized data leads to incorrect results. Therefore, it is essential to prepare your data in proper format before it is fed to your model. This preparation of the…