Data Science Applications
IsolationForest
Sensor Series Anomaly Detection
Convolutional Autoencoder
Image Compression using Autoencoder (PyTorch)
GAN for images
Generate KMNIST character images (PyTorch)
Time Series Prediction
Housing Price in San Jose, CA
Regression Learning
Q Function approximation Value versus Policy
Model-Free Learning
Q Table for Inventory Control
Model-based Control
Linear Quadratic Regulator for Inventory Control
ARIMA time series prediction
Consumer Price Index vs Housing Price
KMeans Unsupervised Learning
Equity ticker Clustering
Computer Vision
Camera Calibration
Computer Vision
Object Tracking
Computer Vision
Auto Focus View
Computer Vision
Stitched Panorama View
DataFrame Operation
Manipulation of Online Sales Data
Database
Insured Contractors in Bay Area
Database
LLM Summization of Stories
