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1. bagging-with-kaggle bagging-with-kaggle Public

   Code in which an initial approach to decision trees and bagging will be made, and an attempt will be made to ensure that the model can be trained with any dataset coming from Kaggle (for this, we w…

   Python 2

2. postgres-clothing-store-database postgres-clothing-store-database Public

   This repository contains the SQL script to create and define the schema for a clothing store database. The schema is designed to handle customers, products, orders, suppliers, and their relationshi…

   Python 1

3. Chile-COVID-Mortality-2020-2024 Chile-COVID-Mortality-2020-2024 Public

   This project focuses on analyzing COVID-19 mortality data in Chile from 2020 to 2024. With at least 60,000 records, the dataset provides critical insights into the impact of the pandemic on the pop…

   Python 1

4. apache-beam-pipeline-first-approach apache-beam-pipeline-first-approach Public

   This code demonstrates how to integrate Apache Beam with scikit-learn datasets and perform simple data transformations. It loads the Linnerud dataset from scikit-learn, converts it into a Pandas Da…

   Python 1

5. pyspark-first-approach pyspark-first-approach Public

   This code demonstrates how to integrate PySpark with datasets and perform simple data transformations. It loads a sample dataset using PySpark's built-in functionalities or reads data from external…

   Python 2

6. sql-mock-data sql-mock-data Public

   Generate a synthetic dataset with one million records of employee information from a fictional company, load it into a PostgreSQL database, create analytical reports using PySpark and large-scale d…

   Python 1