Welcome to My Machine Learning Case Studies
Explore the fascinating projects I've worked on. Click on any case study to learn more.
CNNs Overfitting Problem
A deep learning case study exploring Convolutional Neural Networks (CNNs) for image classification...
View Case StudyPredicting House Prices
A deep dive into predicting house prices using regression models and feature engineering techniques.
View Case StudyEnseble Learning
Using Machine Learning, predict the optimal Airbnb listing price in
NYC given listing information.
Linear Regression(Regularization)
Random Forest
XGBoost
Logistic Regression
Given a set of attributes for an Individual, determine if a credit line should be extended to them. If so, what should the repayment terms be in business recommendations?
View Case Study Deployed AppData Preprocessing & EDA
Exploratory Data Analysis and Data Preprocessing on a Superstore dataset to understand the data and prepare it for further analysis.
View Case StudyDecision Tree & KNN
Using Machine Learning, predict Students performace with respect of
it's diffrent attributes and features He/She does.
Decision Tree
KNN