murilogustineli Goto Github PK

followers: 244.0 following: 3.0 repos: 35.0 gists: 0.0

Name: Murilo Gustineli

Type: User

Bio: Passionate about Computer Science and Deep Learning

Location: Raleigh, NC

Hi there! I’m Murilo

I’m pursuing a master’s in Computer Science focusing on Machine Learning at Georgia Tech. I’m particularly interested in Deep Learning, information retrieval, and biodiversity research aiming to improve species identification and conservation efforts.

📝 Research

👀 Here's what I'm up to

I'm currently working full-time and pursuing a master’s in Compute Science at Georgia Tech specializing in Machine Learning.
Repo dedicated to hyperparameter tuning using scikit-learn GridSearchCV and Pipeline
Check it out this Linear Regression model I created from scratch using gradient descent and object-oriented programming

🔗 Connect with me

Main repos

Murilo Gustineli's Projects

300days__machinelearningdeeplearning

I am sharing my Journey of 300DaysOfData in Machine Learning and Deep Learning.

amazon-alexa-nlp

Analyzing Amazon Alexa reviews using Natural Language Processing.

apartment-forecast-prophet

Forecasting apartment prices using Prophet, a procedure for forecasting time series data

archived_murilogustineli.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

auto-mouse

Repo with code to move the mouse automatically

bear-classifier

Image classifier that identifies grizzly, black, and teddy bears

business-intelligence

Research project on predicting crimes in Chicago using SQL and Python.

computer-vision-demo

Practical implementation of image classification with PyTorch using Fashion MNIST dataset

cs50-final-project

Analyzed, designed and implemented an information system using Python and SQL that included application flow, interface, database design, project fulfillment estimation, and final system presentation.

data

Datasets for machine learning

databricks

Code reference for starting with Databricks

datasciencevm

Tools and Docs on the Azure Data Science Virtual Machine (http://aka.ms/dsvm)

dsa-python-book

Repo for storing my solutions for the exercises in the Book "Data Structures and Algorithms in Python" by Goodrich, Tamassia, and Goldwasser

dsa-specialization-ucsd

Repo for tracking my progress in the Data Structure and Algorithms specialization course

fast.ai

Deep Learning for Coders with fastai and PyTorch: AI Applications Without a PhD - the book and the course

hackerrank

Repo for storing and tracking my problem-solving skills and progress

housing-prices-kaggle

Repo for storing my ML models and submissions for the Housing Prices Competition on Kaggle

hyper-tuning

using scikit-learn GridSearchCV and Pipelines for ML hyperparameter tuning

leetcode

Repo for storing my progress in solving LeetCode programming problems

linear-algebra

Python code for the Linear Algebra course by Mike X Cohen

machine-learning

Repo for storing and tracking my self-study progress in Machine Learning

machine-learning-by-stanford

Repo for storing notes from Andrew Ng's Machine Learning course on Coursera

math-for-ml

Mathematics for Machine Learning and Data Science specialization on Coursera

mit-6.0001

Repo for storing my solutions to the problem sets of the course 6.0001 at MIT - Introduction to Computation and Programming Using Python.

mnist-pytorch

Implementing a deep CNN using PyTorch on the MNIST dataset