Hossam Gamal Mostafa's repositories
CMU-CS11-711
Solutions of the CMU Advanced Natural Language Processing Course
CMU-CS11-737
Solutions of the CMU Multilingual Natural Language Processing Course
The-Big-Mac-Forecasting
Forecasting The Big Mac prices in the USA using Smoothing, ARIMA, and Deep Learning Models
Stanford-CS224N
Solutions of the Stanford Natural Language Processing with Deep Learning Course
Ames-Housing-Project
In this project I'm going to build a linear regression model to get insights about what makes a house get sold for higher prices and predict the sold prices for different houses on the Ames Housing data set.
Bank-Marketing-Classification
Classification of the bank marketing dataset to predict a term deposite
CMU-Low-Resource-2020
A walk through the exercises of the CMU Low Resource NLP Bootcamp 2020
Forest-Fires-Regression
This regression project uses the forest fires dataset from UCI Machine Learning Repository. This project is aimed to analyse the dataset and create regression models based on the best R2 scores.
Iris-Flowers-Classification
Initial deployment of classification model of iris dataset using Flask
NLP-Spam-Classification
End to End NLP Pipeline for Spam Emails Classification
Learning-Demos
Different Machine Learning learning topics applied in jupyter notebooks and scripts
Multimodal-Toolkit
Multimodal model for text and tabular data with HuggingFace transformers as building block for text data
NLP-Zero-to-Hero
NLP Zero to Hero from TensorFlow codes on YouTube