PySpark functions and utilities with examples. Assists ETL process of data modeling

Spark Application for analysis of Apache Access logs and detect anamolies! Along with Medium Article.

classify crime into different categories using PySpark

ORM for Apache Spark and DataFrames schema manager

Big Data Recipes

CekatanBiz is Software Tools Data Analyst,Business Analyst,and Business Intelligence. Developed using Python.

A lightweight pipeline using PySpark for Data migration and Analytics on Snowflake.

Spark BigQuery Parallel

In this Repo, I create a tutorial of PySpark to better understand how to read and manage Big Data.

This repo explains pyspark modules in python. Used to deal with big data more practical handson.

Data Science Guide

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This data project can be used as a take-home assignment to learn Pyspark and Data Engineering.

CCA175-PySpark-Practice-with-solutions

Convert schemas between different definitions, such as JSON Schema, Spark DataTypes, SQL type strings, and more.

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 sources and converts it into a PySpark DataFrame for distributed processing and manipulation.

Generando un proceso ETL con dataset de Amazon

Azure projects - End to End Data Engineering Project with medallion architecture using Azure Data Factory & Azure Databricks. Azure Serverless/Logical DataWarehouse using Azure Synapse Analystics to demo CETAS, Data Modeling, Incremental loading, CDC and Sql Monitoring the data processing connected to Power BI

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This repository contains the Notes for Pyspark

Olympic Winners’ Data Analysis using MySQL, Python and PySpark

To develop an Airbnb database and create a pipeline using MongoDB and Hadoop architecture to ease the process of managing, loading, processing, querying, and analyzing Airbnb data based on location

This repository contains a data engineering project analyzing global earthquake events. Utilizing Microsoft Fabric, PySpark, and Power BI, it automates data fetching and cleaning from the USGS Earthquake Catalog and provides dynamic visualizations to uncover insights.

Notebooks for Advanced Data Science with IBM Specialization

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University project provided by Alkemy. Market analysis and strategic consultancy for a possible client in the retail sector.

End-to-end ML platform for Yelp business recommendations and sentiment analysis. Features collaborative filtering (ALS), NLP classification, FastAPI REST API, PySpark data processing, MLflow tracking, Docker deployment, and CI/CD automation. Academic/research project demonstrating production ML engineering.

Prédiction du diabète par régression logistique avec Python et PySpark

This is a template API via PySpark!

ETL (Extract, Transform, Load) job using PySpark - submodule