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itzhak0estrella/README.md

Welcome

Hello there! I'm Itzhak Estrella and welcome to my GitHub profile

I am currently an undergraduate student at UT Austin, pursuing a Bachelor's degree in Computer Science with a minor in Informatics

I am highly intereseted in data mining, artificial intelligence, machine learning fariness, and much more! Please feel free to look through some of my Jupyter Notebooks to see my talent and hard work.

🌐 Socials:

LinkedIn GMail

💻 Tech Stack:

HMTL5 CSS3 JavaScript Java C Python PyTorch Scikit-learn Pandas NumPy Tableau Jupyter Markdown

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  1. Spain_Energy_Price_Predictions Spain_Energy_Price_Predictions Public

    Final project for Principles of Machine Learning (CS 363M) Course

    Jupyter Notebook 1

  2. Diabietic_Retinopathy_DT_Model Diabietic_Retinopathy_DT_Model Public

    This project implements a decision tree model built from scratch without using any ML libraries/frameworks to classify patients as either containing diabetic retinopathy or not.

    Jupyter Notebook

  3. GMM_Scratch_Implementation GMM_Scratch_Implementation Public

    Implemented Gaussian Mixture Models from scratch by implementing the expectation–maximization algorithm

    Jupyter Notebook