Murilo Gustineli's Projects
I am sharing my Journey of 300DaysOfData in Machine Learning and Deep Learning.
Analyzing Amazon Alexa reviews using Natural Language Processing.
Forecasting apartment prices using Prophet, a procedure for forecasting time series data
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Repo with code to move the mouse automatically
Image classifier that identifies grizzly, black, and teddy bears
Research project on predicting crimes in Chicago using SQL and Python.
Practical implementation of image classification with PyTorch using Fashion MNIST dataset
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.
Datasets for machine learning
Code reference for starting with Databricks
Tools and Docs on the Azure Data Science Virtual Machine (http://aka.ms/dsvm)
Repo for storing my solutions for the exercises in the Book "Data Structures and Algorithms in Python" by Goodrich, Tamassia, and Goldwasser
Repo for tracking my progress in the Data Structure and Algorithms specialization course
Deep Learning for Coders with fastai and PyTorch: AI Applications Without a PhD - the book and the course
Repo for storing and tracking my problem-solving skills and progress
Repo for storing my ML models and submissions for the Housing Prices Competition on Kaggle
using scikit-learn GridSearchCV and Pipelines for ML hyperparameter tuning
Repo for storing my progress in solving LeetCode programming problems
Python code for the Linear Algebra course by Mike X Cohen
Repo for storing and tracking my self-study progress in Machine Learning
Repo for storing notes from Andrew Ng's Machine Learning course on Coursera
Mathematics for Machine Learning and Data Science specialization on Coursera
Repo for storing my solutions to the problem sets of the course 6.0001 at MIT - Introduction to Computation and Programming Using Python.
Implementing a deep CNN using PyTorch on the MNIST dataset
Config files for my GitHub profile.
Webpage
material for the OMSCS conference 2024
PySpark cheat sheet with code samples covering the basics like initializing Spark in Python, loading and reading data, creating DataFrames, sorting data, and repartitioning
How small language models can go: An RWKV Story