317 - HyperParameter Optimization using Genetic algorithms

Code generated in the video can be downloaded from here:
github.com/bns...
In this example, we will use the same dataset (steel alloy strength) from the previous tutorial to fit and tune Random Forest Regressor.​
The dataset can be downloaded from here: www.kaggle.com...
The data set contains the elemental composition of different alloys and their respective yield and tensile strengths. ​
A machine learning model can be trained on this data, allowing us to predict the strength of an alloy based on its chemical composition.​