This is a demonstration project where we visualize problem of data overfitting in Machine Learning.
In this project we have visualize data overfitting using multiple graphs and to visualize this concept we have used sin(x) curve with gaussian error. To achieve this we tried to fit data using polyfit() and got very good results which clearly demonstrate the negative effects of dataoverfitting.
Operating System - Windows 10
Softwares :
- Python 3
- JupyterNotebook
Python Modules :
- Matplotlib
- Numpy
- Seaborn
- Math
- Dhruv Saini
. LinkedIN - https://www.linkedin.com/in/dhruv73