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Tamer Tahamoqa's Projects

cdnd-capstone-project icon cdnd-capstone-project

This is a repository for the fifth and final project in the AWS Cloud DevOps Engineer Udacity Nanodegree (Capstone Project). Deploys a Deep Learning API Microservice using the Amazon Elastic Kubernetes Service on GPU virtual machines. The deployed containers would automatically utilize the available GPU resources.

cic-ids-2018-intrusion-detection-classification icon cic-ids-2018-intrusion-detection-classification

Baseline experiments on training a Decision Tree Classifier and a Random Forest Classifier using Grid Search with Cross Validation on the CIC IDS 2018 dataset for training Machine Learning network intrusion detection classifier models.

facenet-pytorch-glint360k icon facenet-pytorch-glint360k

A PyTorch implementation of the 'FaceNet' paper for training a facial recognition model with Triplet Loss using the glint360k dataset. A pre-trained model using Triplet Loss is available for download.

facenet-realtime-face-recognition icon facenet-realtime-face-recognition

A small-scale flask server facial recognition system, using a pre-trained facenet model with real-time web camera face recognition functionality, and a pre-trained Multi-Task Cascading Convolutional Neural Network (MTCNN) for face detection and cropping.

fsnd-logs-analysis icon fsnd-logs-analysis

This is a repository for the "Logs Analysis" udacity project which is the third project required for completing the Udacity Full Stack Web Developer Nanodegree program.

fsnd-movie-trailer-website icon fsnd-movie-trailer-website

This is a repository for the "Movie Trailer Website" udacity project which is the first project required in the Udacity Full Stack Web Developer Nanodegree program.

fsnd-portfolio-website icon fsnd-portfolio-website

This is a repository for the "Build a Portfolio Site" udacity project which is the second project required in the Udacity Full Stack Web Developer Nanodegree program.

psut-nlp-project icon psut-nlp-project

Code Repository for the assignments required for the Natural Language Processing master's course at PSUT.

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