Machine Learning

Blood Donation Prediction

Build a binary classifier to predict if a blood donor is likely to donate again

Do Left-handed People Really Die Young?

Using pandas and Bayesian Statistics to see if left-handed people actually die earlier than righties

Predicting Credit Card Approvals

Build a machine learning model to predict if a credit card application will get approved.

Indoor Navigation for Assistive Robots using EEG Signals as Feedback

Assistive robots are used by various individuals with medical disabilities to help with tasks such as movement. A subset of these individuals are patients with the locked- in syndrome; these patients cannot communicate with a robot through …

EigenDigits - Eigenspace classification of Hand-Written Digits

We classify the MNIST dataset i.e., digits from 0-9 using PCA for Dimensionality reduction and kNN as classifier and also we show the relationship between number of training images and classification accuracy.