Amal's repositories
Landmark-Classification-CNN
Udacity Deep Learning Nanodegree Program. Landmark Classification & Tagging for Social Media using Convolutional Neural Networks (CNNs)
classify-arabic-poetry
Code and dataset for building a machine learning model that classifies Arabic poetry according to the poetry meter.
data-science
:bar_chart: Path to a free self-taught education in Data Science!
Decryption-AES-128-
Experimenting with AES-128 symmetric key cipher.
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
Face-Mask-Detection
Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras
Hotel-booking-cancellation-prediction-
Booking cancellations have a substantial impact on hotel management systems. It affects the services, decreases revenue, and limits the production of accurate booking forecasts. To overcome the effect of cancellations, some hotels use strict cancellations policies and define overbooking tactics. However, these regulations have a negative impact on the number of bookings and on hotel reputation which in turn leads to revenue loss. The goal of this project is to minimize the losses by using the power of data science and machine learning algorithms to build a classification model to predict which bookings are likely to cancel. This is helpful for revenue management, supplies purchases, and pricing decisions as well.
Predicting-Bike-Sharing-Patterns
Predicting daily bike rental ridership. (My First Neural Network)
RestaurantsRecommendation-EDA
A restaurant consolidator is looking to revamp the B2C portal using intelligent automation tech. This requires a different matrix to identify the star restaurants and generate recommendations. To make sure an effective model can be achieved, it is important to understand the behavior of the data in hand. There are 2 datasets, data and Country-Code. Dataset data has 19 attributes and Country-Code has two attributes.
spaCy
đź’« Industrial-strength Natural Language Processing (NLP) in Python
TV-Script-Generation--LSTM
TV Script Generation with PyTorch. Project 3 for the Udacity Deep Learning NanoDegree.