Alaa Sedeeq's Projects
Beshie is here to help you navigate through your emotions and provide you with the guidance you need to feel better.
Exploring some clustering techniques
The objective of this project is to build a Machine Learning model -after comparing many algorithms- for the prediction of housing prices based on pattern extracted from analyzing 79 descriptive features like their Area, Street, Alley Year Built etc.
A simple implementation of continuous bag of words using Pytorch AutoEncoder
Solving some convex optimization problems
Convolutional Autoencoder using PyTorch
An implementation to Convolutional generative adversarial imputation networks for spatio-temporal missing data Nets Paper (Conv-GAIN)
Data analysis and exploration for covid data.
Data cleaning and analysis using SQL and Pandas.
Data Science on AWS
Implementation of many deeplearning techniques used for time series forecasting.
Trying and comparing some ensemble machine learning algorithms
Hotel booking data analysis and visualization
Image Captioning
I'm going to clean and analyse the movie database before answering some questions, visualising the results, and writing my conclusions.
An implementation to Linear-SVM using PyTorch framework
Mobile Network Traffic Forcasting using Milan's Telefonica mobile network data
AI Techniques to Reduce the Wasting of Freshwater
Applying object-oriented programming for house price prediction project
My chapter summaries, example solutions, and implementation for the fantastic book "Pattern recognition and machine learning" by Christopher Bishop.
The objective of this project is to build a model to predict whether a person diagnose a heart disease based on pattern extracted from analyzing 14 descriptive features found in Cleveland data set from UCI Machine Learning Repository.
PyTorch implementation for Logistic Regression, Neural Network, and ConvNet used with MNIST Data set.
An implementation to the original architecture of Basic Block and Bottleneck Block with both Identity and Projection short-cut connections.
A Tableau dashboard to visualize the performance of sales