ArturAvelino
Hi, welcome to my GitHub profile, I hope you find something interesting! Graduated in Business Administration and Data Science Enthusiast
Natal, Rio Grande do Norte
Pinned Repositories
alura-plus
Projeto de página de vendas do curso da Alura
alura_bag
Projeto de uma mochila de viagem para adicionar itens e quantidades de forma dinâmica.
alurabooks_Avelino
Projeito feito no curso de responsividade da Alura
ARIMA_forecast_MGLU3
The objective of this notebook is to create a machine learning model using the ARIMA algorithm to make predictions of the behavior of the MGLU3 stock on the stock exchange.
ArturAvelino
bank-concept
A bank concept with the possibility of creating and viewing accounts, as well as making deposits, withdrawals and transfers
extra_tree_games_category
Data visualization with Pandas and Seaborn, create extra tree model with Sklearn and deployment with Flask. I tried to oversampling the data with SMOTE() and scale the data using StandardScale, but I had the best results without using either of these two types of preprocessing.
first_js_aplication
Projeto de aplicação de sons em botões feito no curso de JavaScript da Alura. Você pode conferir o resultado no link a seguir:
primeiro-projeto-frontend
Meu primeiro portfólio desenvolvido com os cursos de HTML e CSS da Alura
students_performance_rf_svm
A Data Visualization and Model Comparison Project between the Random Forest and Support Vector Machine (SVM) algorithm.
ArturAvelino's Repositories
ArturAvelino/students_performance_rf_svm
A Data Visualization and Model Comparison Project between the Random Forest and Support Vector Machine (SVM) algorithm.
ArturAvelino/alura-plus
Projeto de página de vendas do curso da Alura
ArturAvelino/alura_bag
Projeto de uma mochila de viagem para adicionar itens e quantidades de forma dinâmica.
ArturAvelino/alurabooks_Avelino
Projeito feito no curso de responsividade da Alura
ArturAvelino/ARIMA_forecast_MGLU3
The objective of this notebook is to create a machine learning model using the ARIMA algorithm to make predictions of the behavior of the MGLU3 stock on the stock exchange.
ArturAvelino/ArturAvelino
ArturAvelino/bank-concept
A bank concept with the possibility of creating and viewing accounts, as well as making deposits, withdrawals and transfers
ArturAvelino/extra_tree_games_category
Data visualization with Pandas and Seaborn, create extra tree model with Sklearn and deployment with Flask. I tried to oversampling the data with SMOTE() and scale the data using StandardScale, but I had the best results without using either of these two types of preprocessing.
ArturAvelino/first_js_aplication
Projeto de aplicação de sons em botões feito no curso de JavaScript da Alura. Você pode conferir o resultado no link a seguir:
ArturAvelino/primeiro-projeto-frontend
Meu primeiro portfólio desenvolvido com os cursos de HTML e CSS da Alura
ArturAvelino/Game_Math_Operations
A simple game that generates mathematical operations randomly according to the defined difficulty level
ArturAvelino/house_rocket_challenge
The challenge is a simulation of a digital platform whose business model is the purchase and sale of real estate. I'm taking the role of a data scientist hired to help find the best opportunities in the real estate market. My main strategy is to buy good houses with great locations and low price and then resell them later with higher prices. So my job as a data scientist is answer the following questions: Which houses should de CEO of House Rocket buy and a what purchase price? Once the house is owned by the company, what's the best moment to sell it and what would be the sale price? The House Rocket should do some renovation to increase the sale price? What would be the suggestions for changes? What is the increase in the price given for each renovation option? What's the ideal house's profile based on average price and frequency?
ArturAvelino/mini-market
A mini market with the options to register product, list, buy, view cart and close cart
ArturAvelino/robotron_2000-fixed
Projeto desenvolvido no curso de JS DOM com correção de um erro que o professor do curso não percebeu.
ArturAvelino/stroke_predition_random_forest
A machine learning project with the random forest algorithm and aiming to perform a classifier to determine whether each person has suffered a stroke or not. I start doing an exploratory analysis and then create a model with the PyCaret library. The final score is 96.74%.