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Patrick Alves's Projects

airflow2-spam-classifier-pipeline icon airflow2-spam-classifier-pipeline

I this project, I've used Airflow 2.0 to create a pipeline for creating and Deploy a Machine Learning model to classify e-mails as spam or not.

analise-rgps icon analise-rgps

Este projeto visa realizar uma análise descritiva dos dados do Regime Geral de Previdência Social

bssf-ci icon bssf-ci

Brazilian Social Security Forecast Confidence Intervals

bssf-sim icon bssf-sim

This project implements the long-term Social Security forecast model used by Brazilian Federal Government to estimates the revenues and expenses of National Pensions. The purpose of this implementation is to reproduce the forecasts of revenue and expenses presented in Table 5.2 of the Budget Guidelines Law (LDO) of 2012.

chuanhuchatgpt icon chuanhuchatgpt

GUI for ChatGPT API and many LLMs. Supports agents, file-based QA, GPT finetuning and query with web search. All with a neat UI.

clone-tabnews icon clone-tabnews

Implementação do https://www.tabnews.com.br/ para o https://curso.dev

cookiecutter-ml-fastapi icon cookiecutter-ml-fastapi

Cookiecutter template for FastAPI projects using: Machine Learning, Poetry, Azure Pipelines and Pytests

docker-elk icon docker-elk

The Elastic stack (ELK) powered by Docker and Compose.

eda-ebay-cars icon eda-ebay-cars

Exploratory Data Analysis of used cars from eBay Kleinanzeigen

h2ogpt icon h2ogpt

Come join the movement to make the world's best open source GPT led by H2O.ai

json-diff icon json-diff

A Python script that compares two JSON files and shows their differences.

kaggle-diabetes-prediction icon kaggle-diabetes-prediction

A Kaggle competition promoted by Data Science Academy aimed to create a Machine Learning model to predict the occurrence of diabetes.

kaggle-floor-surface-classification icon kaggle-floor-surface-classification

A Kaggle competition promoted by Data Science Academy aimed at help a robot to classify the floor surface on which it is using data collected by Inertial Measurement Units (IMU) sensors.

kaggle-houses-prices-prediction icon kaggle-houses-prices-prediction

A Kaggle competition to predict the final price of houses from a set of explanatory variables describing several aspects of residential homes in Ames, Iowa.

prefect icon prefect

The easiest way to automate your data

scraping-amazon icon scraping-amazon

A Scrapy Framework project to gather information about products in Amazon website.

scraping-ebay icon scraping-ebay

Scraping Ebay's products using Scrapy Web Crawling Framework

scraping-etsy icon scraping-etsy

A set of Spiders to gather product's data from Etsy Website.

scraping-examples icon scraping-examples

This repository contains severals Jupyter Notebooks with Web Scraping scripts and data analysis for various web pages.

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