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followers: 6.0 following: 14.0 repos: 19.0 gists: 0.0

Name: Coelho Gustavo

Type: User

Bio: M.Sc. in Computer Science and B.Sc. in Mechatronics Engineering

Location: Rio de Janeiro

Blog: linkedin.com/in/gustavomccoelho/

Coelho Gustavo's Projects

bigdata-coursera

Big Data Specialization on Courserafrom University of California San Diego

circulo-minimo-envolvente

Comparação entre algoritmo de detecção do círculo mínimo envolvente e algoritmo baseado em heurística

click-fraud-detection

Click fraud detection prediction using Random Forest by analysis of IP, App, OS, Channel and click time

clustering-consumers-with-kmeans

Using K-Means model to cluster individual household electric power consumption

customer-churn-prediction

Customer churn prediction by using Logistic Regression and Gradient Boosting classifiers

customer-churn-prediction-spark

Customer churn prediction by using Apache Spark and Gradient Boosting Classifier

customer-satisfaction-prediction

Prediction of customers satisfaction by applying PCA and Gradient Boosting Classifier

customer-satisfaction-prediction-spark

Prediction of customers satisfaction using Apache Spark, applying PCA and Logistic Regression

diagrama-de-voronoi

Implementação do Algoritmo Incremental para definição do diagrama de Voronoi para um dado conjunto de pontos

eixo-e-poliedro-medial

Criação de um algoritmo para definição do Eixo e Poliedro Medial de um polígono convexo

fecho-convexo

Detecção do fecho convexo em uma nuvem de pontos usando o método Gift Wrapping (Embrulho de Presente).

hadoop-dw-scd-implementation

Using Hadoop environment to create Slow Changing Dimensions on a Data Warehouse

inventory-demand-prediction

Inventory demand prediction by using Random Forest and setting mean values to the predictive variables

portuguese-named-entity-extractor

Extraction of Named Entities from protuguese written textual documents in PDF format.

predicting-house-eletric-consumption

Predicting home appliances electric consumption by using data provided by a IoT system, applying data wrangling, feature engineering, normalization and different prediction models.

previsao-de-desempenho-enem

Prevendo Desempenho no ENEM através de Fatores Socioeconômicos e Métodos de Aprendizado de Máquina

triangulacao-de-poligonos

Triangulação de polígonos usando o método de remoção de orelhas

tsp-and-alphazero

Using the Alphazero approach as a Reinforcement Learning method to solve the Travelling Salesman Problem

using-nlp-to-classify-genetic-mutations-based-on-clinical-evidence

Classifying genetic mutations based on text clinical evidences by applying NLP techniques (word2vec) and Support Vector Classifier.

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