AlaaSedeeq

Convolutional-GAIN

An implementation to Convolutional generative adversarial imputation networks for spatio-temporal missing data Nets Paper (Conv-GAIN)

Millan-Data-Imputation-And-Forecasting

Mobile Network Traffic Forcasting using Milan's Telefonica mobile network data

Convolutional-Autoencoder-PyTorch

Convolutional Autoencoder using PyTorch

Pattern-recognition-and-machine-learning

My chapter summaries, example solutions, and implementation for the fantastic book "Pattern recognition and machine learning" by Christopher Bishop.

Comparing-Machine-Learning-Algorithms

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.

Deeplearning-algorithm-implementation-for-time-series-forecasting

Implementation of many deeplearning techniques used for time series forecasting.

Residual-Blocks-Implementation

An implementation to the original architecture of Basic Block and Bottleneck Block with both Identity and Projection short-cut connections.

Superstore-Data-Analysis-With-Plotly

Superstore Data analysis with pandas and visualization with plotly

Variational-Autoencoder

Variational Autoencoder with MNIST dataset

AlaaSedeeq

AlaaSedeeq.github.io

Beshie-Mental-Health-Chatbot

Beshie is here to help you navigate through your emotions and provide you with the guidance you need to feel better.

Clustering

Exploring some clustering techniques

CommonLit-Readability-EDA

continuous-bag-of-words

A simple implementation of continuous bag of words using Pytorch AutoEncoder

Convex-Optimization

Solving some convex optimization problems

Covid-19-data-analysis-and-visualization

Data analysis and exploration for covid data.

Data-Analysis-using-SQL-and-Pandas

Data cleaning and analysis using SQL and Pandas.

Data-Science-on-AWS

Data Science on AWS

Ensemble-learning

Trying and comparing some ensemble machine learning algorithms

Image-Captioning

Image Captioning

Investigate-The-Movie-Database-TMDb-

I'm going to clean and analyse the movie database before answering some questions, visualising the results, and writing my conclusions.

Linear-SVM-Implementation-Pytorch

An implementation to Linear-SVM using PyTorch framework

MLOps-MLFlow

NLP

OOP-For-Data-Science-Problems-

Applying object-oriented programming for house price prediction project

Sales-Performance-Dashboard

A Tableau dashboard to visualize the performance of sales

Tableau-Shipment-Dashboard

A Tableau dashboard for shipment.

Transfer-Learning-using-TensorFlow-and-PyTorch

Compare doing transfer learning in both framewrks PyTorch and TensorFlow

Weight-Initialization-And-Choosing-Optimizer-PyTorch

Comapring different methods of weight initialization and optimizers using PyTorch