Hello Everyone, This repository contains my work in the ML| DL projects.
| Project Name | Evaluation Metric & Score |
|---|---|
| 1. Real Estate Transaction Price Prediction | Random Forest : MAE = 68069.1971 |
| 2. Data Driven Approach for Employee Retention | Random Forest: AUC_ROC = 0.99151 |
| 3. Customer Segementation for Better Marketing | Adjusted Rand Score = 0.60213 |
| Project Name | Evaluation Metric & Score |
|---|---|
| 1. CNN - Image Classification - Cats and Dogs | Training Accuracy: 85.16%, Test Accuracy: 81.80% |
| 2. Identify the apparels (Fashion MNIST) | CNN Model: Accuracy = 0.9235 |
| 3. LSTM - Fake News Identifier | Accuracy Score = 0.9077 |
| 4. Building Face Detection and Recognition Model Using Python and OpenCv | Confidence Score > 50% |
| Project Name | Evaluation Metric & Score |
|---|---|
| 1. Movie Genre Prediction | F1 score = 0.95 |
| 2. Spam- SMS Classifier | F1 score: 0.93862 |
| Project Name | Evaluation Metric & Score |
|---|---|
| 1. Customer Segementation | K-means |
| 2. Movie Lens Project | Recommender System |
| Project Name |
|---|
| 1. Indian_Railway_Announcement |
| 2. Vehicle-And-Pedestrian-Detection |
| 3. AI Jarvis_personal_Assistant |
| 4. Self Driving Virtual Car |
| 5. Driver Drowsiness Detection |
| 6. Email Chat Bot Automation |