Mácio Arruda's repositories
analysis-geospatial-data
This project aims to conduct an analysis of geospatial data from Toronto, Canada.
diagnosis-disease-based-symptoms
Simple program that demonstrates how it is possible based on symptoms, define which disease. The goal is to show how to get a simple diagnosis, integrating Python with Prolog to create a mini expert system with Symbolic Artificial Intelligence concept.
time-series-ipca
This project aims to analyze and predict the IPCA historical series.
neural-networks-deep-learning
deeplearning.ai specialization with Andrew Ng
self-organized-maps-som
Implementation of a neural network SOM
computer-vision-caltech101
Multilabel classification using convolutional networks. This project uses the dataset Caltech 101, a famous database for computer vision applications.
datascience-quick-start
Quick start for data science projects
gan-network-experiment
Gan Network Experiments
jupyter_notebook_data_science
Quick start of a development environment for data science
tensorflow-specialization
Best practices for TensorFlow, a popular open-source machine learning framework to train a neural network for a computer vision applications.
image-classifier-rock-paper-scissors
Image Classifier Rock, Paper e Scissors dataset
spark-ml-project
The main objective was to apply machine learning on a bigdata infrastructure.
analyze-data-arxiv
arxiv
cross-site-scripting-engine-detector
Cross-site scripting in web sites vulnerability detection engine
cucumber-with-compose
This project provides an environment configured with the Cucumber framework.
data-extractor
Script to extract structured data in spreadsheets from PowerCenter exported .xmls (converted to .jsons) files.
datascience-with-python
This project is the final activity of one of the certification courses: IBM Data Science Professional Certificate The activity consists of applying the knowledge acquired during the course "Data Science with Python", which makes up the grade of certification courses.
eight-queens-puzzle
Challenge of the eight queens solved with local search algorithms and a genetic algorithm
iot-webservice
WebService for interaction with a NodeMCU device
machine-learning-edx-course
This repository contains the weekly projects of the ColumbiaX University Machine Learning Certification Program - CSMM.102x offered by edx.org.
nlp-hate-identify
The objective is to show a model built with machine learning techniques such as natural language processing and neural networks, which is able to identify hate comments in multiple languages.
python-stubs
A simple way to create class Stubs in Python