Machine Learning Experiments
A collection of data science classics, algorithmic explorations, and foundational ML models.
Titanic Survival Prediction
Classic classification model predicting survival likelihood using passenger metadata and social status.
ML Experiment
California Housing Regression
Predicting median house values based on census data using ensemble learning techniques.
ML Experiment
MNIST Digit Recognition
Deep learning CNN trained to recognize handwritten digits with over 99% accuracy.
ML Experiment
IMDb Sentiment Analysis
NLP model using LSTM to classify movie reviews as positive or negative based on text patterns.
ML Experiment
Personal Finance Tracker
Smart expense categorizer using k-means clustering to identify spending patterns automatically.
ML Experiment
URL Shortener API
High-performance microservice with analytics and custom expiration using Redis.
ML Experiment
Sorting Visualizer
Interactive tool to visualize various sorting algorithms (Merge, Quick, Heap) in real-time.
ML Experiment