Rust for data analysis encyclopedia (WIP).
Scripts and datasets for the O'Reilly book Python Polars: The Definitive Guide
Template to quickstart streaming analytics using Apache Kafka for ingestion, QuestDB for time-series storage and analytics, Grafana for near real-time dashboards, and Jupyter Notebook for data science
Notes on Data Engineering with Pandas, PySpark, Dask, Ray, Arrow DataFusion, Polars etc.
A Data Engineering Project that implements an ETL data pipeline using Dagster, Apache Spark, Streamlit, MinIO, Metabase, Dbt, Polars, Docker. Data from kaggle and youtube-api
Material (notebooks and data) for the hands-on workshop "Polars: The Turbo Boost for Dataframes" at data2day 2023 by BettercallPaul.
A database-like benchmark of feature generation from time-series data
🐻❄️ 🏹 Threat hunting with Polars and flaws.cloud AWS CloudTrail datasets.
This repository contains files from a client project aimed at developing an intuitive dashboard for monitoring specific company data.
Dataframe Performance Comparison - Polars, Pandas on Spark, and Pandas
Playing Around With Polars On AWS
Polars-Learning-Path is a comprehensive collection of resources, tutorials, and examples to master the blazingly fast data manipulation library "polars".
Collection of hands-on projects developed during my journey to master data science concepts and techniques.
Este repositorio de GitHub te ofrece los materiales del curso "Aprende a manipular datos con Polars y Python", donde te convertirás en un experto en el uso de Polars para el análisis y la gestión de d...
This repository contains a complete hands-on tutorial for Polars, a high-performance DataFrame library built for speed and efficiency. Learn how to load, manipulate, transform, and optimize large data...
Discover a comprehensive approach to constructing credit risk models. We employ various machine learning algorithms like LightGBM and CatBoost, alongside ensemble techniques for robust predictions. Ou...
HHA507 / Data Science / Assignment 2 / Data Manipulation
Supercharge Your Polars Code with RAPIDS cuDF on a GPU