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Mohamed Hamdy Ahmed Abushama's Projects

audio-book-online-store icon audio-book-online-store

This is an Audio book online store Analysis, with a customer conversion target, first i started by preprocessing, balancing, shuffling, and splitting the dataset to training, validation, and test sets, then created the NN model which has validation accuracy about 90%, and test accuracy about 91%.

bcg-churn-model- icon bcg-churn-model-

We have three datasets about historical and training data from BCG power Co. clients, we need to figure out what features exactly affect the churn rate SME clients, and whether it's price sensitive.

bike_share icon bike_share

This data set includes information about individual rides made through a bike-sharing system covering the greater San Francisco Bay area. Time and dates at which riders used to go on a ride, also some members identifications like age, gender and membership status are included as well for each member.

flight_1987_usa icon flight_1987_usa

This analysis is about factors that may affect flights delay at1987 in the USA

patient-appointment-analysis icon patient-appointment-analysis

Analysis for hospital patient appointment from brazil hospital's database, and factors affecting what makes the patient show up in the appointment or not

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