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Heba-T-ALLAH Raslan's Projects

applied-data-science-lab icon applied-data-science-lab

The Applied Data Science Lab is a credentialed offering where students tackle real-world meaningful, and complex problems. By completing a series of end-to-end data science projects, they build the wrangling, analysis, model-building, and communication skills .Powered by World Quant University

datasets icon datasets

TFDS data loaders for sign language datasets.

deploying-a-scalable-machine-learning-pipeline icon deploying-a-scalable-machine-learning-pipeline

In this project, I've deployed a machine learning model on Heroku. I used Git and DVC to track my code, data and model while developing a simple classification model on the Census Income Data Set. After creating the model, I've finalized the model for production by checking its performance on slices and writing a model card encapsulating key knowledge about the model. I've put together a Continuous Integration and Continuous Deployment framework (CI/CD) and ensured my pipeline passes a series of unit tests before deployment. Lastly, an API was written using FastAPI and tested locally. After successful deployment, the API will be tested live using the requests module.

generative-modeling-using-tensorflow icon generative-modeling-using-tensorflow

this repository contains implementations of generative modeling starting from neural style transfer , autoencoders, deep autoencoders,varitional autoenconders and GANs

openasl icon openasl

A Large-Scale Open-Domain Sign Language Translation Dataset (ASL-English)

sltunet icon sltunet

SLTUNET: A Simple Unified Model for Sign Language Translation (ICLR 2023)

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