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zakhussain's Projects

aws-bootstrap icon aws-bootstrap

working through a series of steps to launch a simple web application that makes use of aws components such as cloudformation, load balancers, datastores, etc.

cnn_cifar_100_keras icon cnn_cifar_100_keras

The Purpose of CNN_CIFAR_100 is to use Convolutional Neural Networks on the CIFAR 100 dataset using the Keras library. Here I define a baseline VGG model, define a regularization model that uses dropout regularizatio, and define a data augmentation model that uses RMSprop optimizer.

data_science_playground icon data_science_playground

This Repo contains workbooks for small data sets I've played around with using simple models and data preprocessing

hidden_markov_models icon hidden_markov_models

In this Notebook, I build the viterbi algorithm from scratch to predict the tag sequences for given token sequence.

imageprocessing icon imageprocessing

The purpose of this repo is to test out processing methods and AI models on image data.

linkedlist_javascript icon linkedlist_javascript

This Repo contains methods for building and manipulating singly-linked, and doubly-linked lists using JavaScript

mean_stack_projects icon mean_stack_projects

This is a collection of simple applications, based on the MEAN stack, I made in 2016 while at a coding bootcamp. This code base is unmaintained, and largely for use in reminding myself how to set up client-server applications using the MEAN stack.

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