Antonio Lunardi's repositories
Loan-Classification-Prediction-Competition-Case
Determing the eligibility for granting home loan. ML classification models are used, in order to predict if loans are apporoved or not, based on customers's data.
Analise-Exploratoria-Comparacao-Programas-Habitacionais
Limpeza e análise exploratória em Power BI dos dados dos programas CDHU (governo de SP) e MCMV (governo federal), para trabalho científico sobre políticas públicas de grupo de pesquisa da UNESP.
Analise-Exploratoria-Gastos-Prefeitura-Curitiba
Limpeza, e análise exploratória da base de dados de gastos da prefeitura de Curitiba.
BI-Completo-Empresa-de-Sucos-e-Refrescos
Projeto de BI e engenharia de dados. Criação completa de bancos de dados, ferramentas de busca e visualizações a partir das necessidades de empresa de sucos e bebidas refrescantes.
Challenge-Data-Science-Alura-2ed
Projeto de engenharia e ciência de dados da imobiliária InsightPlaces utilizando tecnologias de big data. Implementação de modelos de machine learning de regressão e agrupamento (clusterização).
Data_science_big_data_UFPR_specialization
Data science and big data specialization repository. Universidade Federal do Paraná (Feb. 2023 - July 2024)
desempenho-alunos-ufpr-computacao-analise-exploratoria
Análise exploratória do desempenho acadêmico, bem como da situação acadêmica dos discentes matriculados nas disciplinas da UFPR.
selenium-whatsapp-client-custom-contact-bot
WhatsApp bot that contact customers from royal state companies, approaching clients according to their purchase power
Automation-of-data-treatment-weather-API-and-Airflow
A process of data cleaning and saving results automatically in separated folders is done using Apache Airflow and a weather API. Specifically the weather data of LA is used.
clusterizacao-clientes-sorveteria
Agrupamento (clusterização) de clientes por categorias geradas por k-means de sorveteria de Belho Horizonte
Data_science_studying_projects
Personal data science studies. Miscelaneous of EDA, statistics and ML
Power-bi-studying-projects
Collection of dashboard projects
SQL_studying_codes
MySQL, Postgree and Oracle
Twitter_ETL_with_Airflow_and_PyPpark
Process of scheduled data extraction, transform and load is done using Apache Airflow and PySpark
cd4ml-hands-on-inicial
Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshops
Kubernetes_Celery_Airflow_for_stocks_and_cryptocurrencies
Celery and Kubernetes operators are used in order to manage data engineering pipelines of stocks and cryptocurrencies prices
NLP_Spark_sentiment_analisys
A bag of words analisys based on IMDB movie opinions with PySpark
statistical_modeling_collection
A pair of scripts that contain profound statistical analyses. The first one approaches a linear model, while the second one a generalized linear model
Weather-and-diesese-data-frames-cleaning-for-public-health-analysis
Two data frames of different kaggle cases of diesease cases and weather in Brazil. The project aims to clean the DFs and build a new one in order to analyse the correlation of dengue (serious disease transmited by mosquito), rain precipitation and temperature.
WebScrapingProjects
Collections of projects developed by myself based on online courses, university specialization and general studies