Abalone Age Prediction Deep Learning

(1). In the Part-1 notebook we saw Random Forest model to get the best LB score of 2.10. (2). In this notebook we'll find Deep Learning model to give LB score of 2.05. These models were trained on Kaggle GPU kernel. Overfitting dangers need to be checked through best practices. (3). Link to Part2: https://www.kaggle.com/code/sandeepmajumdar/abalone-age-prediction-deep-learning-3 (should be visible after I make the notebook public on kaggle)