General Middleware

Hierarchical Clustering to Perform Product Segmentation

Product Segmentation Case Study Context¶ When you think of sneakers for a trip, the importance […]

General Middleware

Product Segmentation using K-Means Clustering

Case Study Context When you think of sneakers for a trip, the importance of good […]

General Middleware

Creating Data Analysis Model Pipelines

German Credit Analysis Context When a bank receives a loan application, based on the applicant’s […]

General Middleware

Data Analysis using Over Sampling and Under Sampling

Loan Delinquent Analysis Context DRS bank is facing challenging times. Their NPAs (Non-Performing Assets) have […]

General Middleware

Data Analysis using Boosting

Problem Statement¶ Context Wine is a beverage made from fermented grapes and other fruit juices […]

General Middleware

Bagging and Random Forest – Model Building

To understand how Bagging and Random Forest models are used in the real world, let’s […]

General Middleware

Creating Decision Trees for Classification Problems – Celestial Object Detection

Multi-class classification of astronomical objects into Stars, Galaxies or Quasars, based on spectroscopic & photometric features […]

General Middleware

Creating Decision Trees for Classification Problems – Machine Failure Prediction

Problem Statement Business Context System failure is a common issue across the manufacturing industry, where […]

General Middleware

Creating Decision Trees for Classification Problems – Find Loan delinquency

Context DRS bank is facing challenging times. Their NPAs (Non-Performing Assets) has been on a […]

General Middleware

Logistic Regression to Create Classification Models

Case Study: Income group classification(WHO data) using Logistic Regression Context: Problem: The data-set aims to answer the […]