Bangladeshi Flower Image Classification
Deep-learning web app that classifies 13 types of Bangladeshi flowers with 99.87% validation accuracy.
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Sentiment Analysis on Social Media Data
Classify social media posts (positive, negative, neutral) using transformer models with a real-time dashboard.
Anomaly Detection in Network Traffic
Detect anomalies in network traffic for cybersecurity and performance monitoring using Isolation Forest.
Movie Recommendation System
Hybrid movie recommender combining content-based and collaborative filtering (KNN, SVD), RMSE 0.454.
Energy Consumption Analysis
Analyze and forecast global energy consumption patterns with interactive regional visualizations.
Sales Forecasting
Forecast store sales from historical data with a forecast-vs-actual comparison dashboard.
Customer Churn Predictor
Predict telecom customer churn using logistic regression and machine learning.
House Price Indicator
Estimate house prices using XGBoost, Random Forest, and bagging regressors.
Insurance Charge Predictor
Predict individual insurance charges from age, gender, and other demographic factors.