Guilherme Passos's repositories
college-assignments-NeuralNetworks-BalanceScale
In this assignment was performed a supervised learning using a MLP (MultiLayer Perceptron) with three different learning functions.
stream-processing-on-aws
A data pipeline that uses Kinesis Data Analytics for joining and enriching three sets of streaming data in real-time by using AWS services
RedeNetImoveis-Scraping-WebCrawler
Scraping data from Rede Net Imoveis portal
2016-Hotmart-sales-analysis
This is a data exploration of 2016 Hotmart's sales
api-Zombie-Survival-Social-Network
Api for Zombie-Survival-Social-Network challange
Baseball-Encyclopedia
Baseball encyclopedia based on https://www.baseball-reference.com/
data-challenge
Solutions of a data engineering challenge
data-engineering-challenge
A data engineering challenge to evaluate my proficiency in Data Engineering, and my knowledge in Software development as well.
deploying-dbt-on-ecs-fargate
A demo data pipeline designed to exemplify the deployment process of dbt on ECS Fargate through the integration of GitHub Action
isales
An automated and near real time service which predicts HubSpot contact's probability to buy exchange programs
college-assignments-GaussianMixtureModel
A solution of Winsconsin Breast Cancer classification problem using a gaussian mixture model from mclust library in R.
college-assignments-kMeans
This is an alternative implementation of k-means clustering method in R
college-assignments-NaiveBayesClassifier
This is an alternative implementation of Naive Bayes Classifier in R
college-assignments-ObjectOrientedProgramming-HerosAndMonsters
A funny way to learn polymorphism and inheritance in Java. Check this game out and have fun!!!
college-assignments-TraderBot
An simple bot that is able to identify moments of trader in stock markets
frontend-predApartPrices
My app's fronted in VUE
GoogleMaps-scraping
This a script I wrote for one of my clients
Graduation_Project
This present project aims at making a data analysis of Belo Horizonte apartament prices and creating a computer model that is capable of predicting these prices. In order to do so, over 15 thousand housing prices ads were collected from in August of 2018 to perform the supervised training process of statistical regression models.
iot-thermostat-random-data-generator
this repo implements a random data generator for multiples iot thermostat
real_time_log_analyzer
This project is a proof of concept of a real time log analyzer deployed on AWS
Scraping-BaseBall-Data
Scraping data from baseball-reference.com.