My portfolio showcasing explorations with
AI, ML, and Data Analytics
This space features projects that I undertook to gain knowledge on neural networks, tranformers, and classifiers
My portfolio showcasing explorations with
Deep Learning | Neural Network | MNIST dataset
Trained the neural network according to mnist data
AWS ML Tutorials
Boto3 | SageMaker | XGBoost
Collection of tutorials around building, training and deploying ML models in AWS
Small Multiples
Multi Maps | Small Multiples | Multiencoded Maps | US Oil refineries dataset | US Natural Disaster data
The small multiples visualizations reveal distinct trends and patterns in agricultural yields across different states and counties. Certain commodities show similar yield patterns over the years, indicating potential areas for further investigation and resource allocation.
Treemaps
Tree Maps | Bar charts | Tableau
Treemap is a viz tool composed of nested rectangles which follow "tree" or hierarchy of sorts. Treemaps were originally developed by Ben Shneiderman (University of Maryland) in reponse to tree-structured node-link diagrams growing too large to be useful thus show a tree in a space-constrained layout
Data Viz using Python and Altair
Pandas | Altair | Numpy
A data viz proejct utilizing Python lirarires including Pandas, Numpy, and Altair