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model-testing

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Real-Time Fatigue Monitoring with Dual CNN Models for Face & Eye Status. This is a real-time safety system designed to monitor driver alertness using Tensorflow. Built from scratch using Convolutional Neural Networks (CNNs), the system tracks eye and face status independently and triggers alerts when signs of drowsiness exceed a defined threshold.

  • Updated Oct 7, 2025
  • Jupyter Notebook

Using Advance Machine Learning, we will help a bank analyze the data of departing customers and identify and PREDICT the customers who will likely leave their credit card services and their reasons for same – so that bank can improve those areas (reasons for leaving) before departures.

  • Updated Feb 21, 2025
  • Jupyter Notebook

Q1) Delivery_time -> Predict delivery time using sorting time. Build a simple linear regression model by performing EDA and do necessary transformations and select the best model using R or Python. EDA and Data Visualization, Feature Engineering, Correlation Analysis, Model Building, Model Testing and Model Predictions using simple linear regressi

  • Updated May 5, 2024
  • Jupyter Notebook

This project investigated the behavior of a nonlinear harmonic oscillator solver and explained the observed loss of accuracy under certain conditions. It extended a linear harmonic oscillator solver to a nonlinear counterpart using the model 'Method of Manufactured Solutions'.

  • Updated Feb 16, 2024
  • Python

Successfully established a machine learning model that can accurately predict the sales of a superstore based on various features such as quantity, profit, discount, postal code, etc. The features are mainly associated with order details and customer demographics.

  • Updated Feb 11, 2024
  • Jupyter Notebook

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