Welcome to My Data Science Porfolio 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