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Irell Zane's Projects

cifar-100-dnn-optimization icon cifar-100-dnn-optimization

This repository, explores the challenges and solutions of training Deep Neural Networks (DNNs) on the CIFAR-100 dataset.

classifying-the-mnist icon classifying-the-mnist

A Data Science project involving different classification methods and components to classify the MNIST

clustering-and-anomaly-detection icon clustering-and-anomaly-detection

A project that utilizes several unsupervised learning techniques to deal with the Iris dataset, Moons dataset and several other randomly generated datasets

decision-trees icon decision-trees

Repository of notebooks covering several topics on decision trees

ensemble-learning-notebooks icon ensemble-learning-notebooks

This repository contains a collection of Jupyter notebooks that break down a variety of ensemble learning methods. This includes the very popularly used random forest.

fashionmnist-nn-optimization icon fashionmnist-nn-optimization

Optimization of Fashion MNIST Classification using Keras: Implementing Neural Networks, Hyperparameter Tuning with Keras Tuner, and Results Analysis with TensorBoard.

github-final-project icon github-final-project

The Github project on IBM full stack course. A simple repository to get into the fundamentals of git and github

ibm-course-portfolio-project icon ibm-course-portfolio-project

The portfolio project on IBM full stack course a very basic project to understand the fundamentals of html css and javascript

ipm-bake-off-2 icon ipm-bake-off-2

IPM bake off 2: University group project to study the principles of ux.

link-creator icon link-creator

Small project to create links on part of text using input

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