Pandas Profiling and PyCaret
Explore how to generate comprehensive data reports with Pandas Profiling to understand dataset properties and relationships. Discover how PyCaret accelerates machine learning workflows by automating model comparison and evaluation, helping you efficiently build and assess models on real-world data.
We'll cover the following...
We'll cover the following...
Pandas Profiling
Pandas PROFILING logo [Source: Github Repo]
Pandas Profiling helps us generate profile reports from a pandas DataFrame. “Titanic - Machine Learning from Disaster” is a famous Kaggle competition for beginners, and we worked on it in the classification lesson. We also looked at how Pandas Profiling helps us explore the data.
Outputs produced
Overview
The “Overview” tab displays information like ...