readme.md

Day 26 of #100DaysOfCode

Task

1. Feature Engineering Course
2. House price prediction (not done)

Resources

• Kaggle's Feature Engineering Course
• • Lesson 3: Creating Features - My Notebook

Topics I have learnt

1. Feature Engineering

• Creating Features
• • creating new features

Software used

• Jupyter Notebook
• Python 3.10.2
• Numpy 1.22.4
• pandas 1.4.2
• Matplotlib 3.5.2
• Seaborn 0.11.2
• scikit-learn 1.1.1
• XGBoost 1.6.1

My Notebooks

• L3 - Creating_features.ipynb

Conclusion:

Today I learned how to create new features based on old features which helps our model like creating ratios, count features, splitting features into different sub-features, also grouped transformers. Not did house price prediction.