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1. Industrializing-an-Employee-Churn-Prediction-model-using-MLOps Industrializing-an-Employee-Churn-Prediction-model-using-MLOps Public

   This project was the outcome of the Corporate Reseach Project as a part of Masters in Data Sciences and Business Analytics program at ESSEC-CentraleSupelec and monitored by Deloitte. In this study,…

   Python 1 1

2. Predicting-Airbnb-Prices-in-New-York-City Predicting-Airbnb-Prices-in-New-York-City Public

   This project aims to predict the prices of Airbnb listings in New York City based on various features using regression models. It uses a dataset of Airbnb listings in New York City, which includes …

   Jupyter Notebook 1 1

3. Ensemble-Learning-using-Transformers-and-Convolutional-Networks-for-Masked-Face-Recognitions Ensemble-Learning-using-Transformers-and-Convolutional-Networks-for-Masked-Face-Recognitions Public

   Proposed further improvements on the paper, "Ensemble Learning using Transformers and Convolutional Networks for Masked Face Recognition" by Al-Sinan et al.

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4. Semantic-Segmentation-of-residential-properties-and-assets-after-Hurricane-Harvey Semantic-Segmentation-of-residential-properties-and-assets-after-Hurricane-Harvey Public

   This project was the outcome of a competition hosted at CentraleSupélec to develop performant segmentation models capable of identifying residential property features and neighborhood assets after …

   Jupyter Notebook

5. Understanding-Generative-Models-like-GAN-and-VAE-in-Deep-Learning Understanding-Generative-Models-like-GAN-and-VAE-in-Deep-Learning Public

   In this work, we will focus on two of the most widely used generative models based on deep neural networks: Generative Adversarial Networks (GANs) and Variational AutoEncoders (VAEs), in order to c…

   Jupyter Notebook

6. Utilisation-of-machine-learning-algorithms-for-the-detection-of-enzymes-from-protein-graphs Utilisation-of-machine-learning-algorithms-for-the-detection-of-enzymes-from-protein-graphs Public

   This repository contains the report and code for the implementation of a project that seeks to investigate the use of different ML methods for the detection of enzymes from protein graphs.

   Jupyter Notebook