Dr. Dhanya NMComparison of various regression models — From simple Linear Regression to CatBoostThis article compares various regression models on a dataset.Apr 13Apr 13
Dr. Dhanya NMDealing with Imbalanced Dataset-Oversampling,Undersampling and SMOTEThis article talks about how to deal with an imbalanced dataset with an example of a classification dataset.Apr 7Apr 7
Dr. Dhanya NMZero Shot Learning for text classificationIn this article we will learn about how to do zero shot learning for classifying a text.Feb 1Feb 1
Dr. Dhanya NMFeature Selection using XGBoostThis article will give you a detailed explanation of how to do feature selection using XGBoost with a practical example.Jan 311Jan 311
Dr. Dhanya NMSarcasm Detection Using Deep LearningSarcasm detection in deep learning involves using complex algorithms to automatically identify sarcastic text. It’s a challenging task…Jan 23Jan 23
Dr. Dhanya NMPrincipal Component Analysis — A numerical approachIn this blog, we are going to see how PCA works with a numerical example. Principal Component Analysis (PCA) is a dimensionality reduction…Sep 21, 2023Sep 21, 2023
Dr. Dhanya NMHouse Rent Prediction using KerasIn this blog, I will explain how to predict house rent using a simple Keras model. The dataset is collected from Kaggle and can be…Sep 20, 2023Sep 20, 2023
