This repository is totally focused on Feature Engineering Concepts in detail, I hope you'll find it helpful.

the multivariate analysis compares different rows and columns for beat accuracy eg:knn imputer in univariate analysis it only compares with the same columns eg mean or median for numbers

The goal of this project is to develop a predictive model that accurately detects failures in the Air Pressure System (APS) of heavy Scania trucks. The APS is responsible for generating pressurized air used in various functions of the truck, such as braking and gear changes. By detecting failures in the APS system.

The project involves building models for scoring & segregating users acccording to certain threshold criteria based on features from LinkedIn on threshold criteria-refer ReadMe.

Research on machine learning, deep learning, and ensemble methods in imbalanced fraud and anomaly detection scenarios.

Research on machine learning, deep learning, and ensemble methods in imbalanced fraud and anomaly detection scenarios.

We build a model to predict the value of used cars, while also considering speed and quality of the prediction.