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Bernardo Costa's Projects

adaptive-filtering icon adaptive-filtering

Developing Python functions to adaptive filtering problems, that are usually implemented by Matlab.

apiportalcefet icon apiportalcefet

API em Python para interação web com o portal do aluno CEFET.

arduino-eps8266-dht22 icon arduino-eps8266-dht22

This Project connects an Arduino Uno who collects temperature and humidity. I send the data in a UDP connection, that I programmed in Python language in the Server side and in C/C++ language in the Client (Arduino) side.

arduino-mq6 icon arduino-mq6

+This Project connects an Arduino Uno who collects LPG gas (cooking gas). If the gas is the air, the alarm (Buzzer) ring. The sensor MQ6 are able to collect Methane (CH4) gas too, so I show this information on Arduino serial port.

dicionario-virtual icon dicionario-virtual

Dicionário Virtual Source Code from. Alexa Skill. Enable in all Portuguese speaking countries.

distributed-calculator icon distributed-calculator

In this project, I implement a Distributed Calculator using JAVA. The idea beyond this is to send in the network the numbers of an operation, the basics ones, and another computer does the math and sends back to the client.

iris_classification icon iris_classification

"Imagine you are a botanist seeking an automated way to categorize each Iris flower you find. Machine learning provides many algorithms to statistically classify flowers. For instance, a sophisticated machine learning program could classify flowers based on photographs. Our ambitions are more modest—we're going to classify Iris flowers based on the length and width measurements of their sepals and petals."

knn-study icon knn-study

Studying jupyter notebook of K-Nearest Neighbors Algorithm, based on Data Camp Tutorial: https://www.datacamp.com/community/tutorials/k-nearest-neighbor-classification-scikit-learn

product-classification-with-nlp icon product-classification-with-nlp

This project implements a Multinomial Naive Bayes to classify products on Its category based on user reviews with a full deployment approach in Resultados da pesquisa Resultado da Web com links de sites Amazon SageMaker (AWS).

queue-socket-system icon queue-socket-system

Code to Distributed Systems that control 4 works, 2 clients and 2 servers. The Clients send a random number to which queue and the Server read this queue too check if this number is prime.

raspberry-pi-3b-fan-controller icon raspberry-pi-3b-fan-controller

This is project enable you to control when your Raspberry Pi 3B will turn on the fan, avoiding the annoying noise even in low temperatures.

santander-kaggle icon santander-kaggle

Santander Customer Transaction Prediction Can you identify who will make a transaction? A lightgbm implementation to the Kaggle Competition

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