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Machine Learning ⭐ 2,607

🌎 machine learning tutorials (mainly in Python3)

Learningapachespark ⭐ 233

LearningApacheSpark

Big Data Mapreduce Course ⭐ 135

Big Data Modeling, MapReduce, Spark, PySpark @ Santa Clara University

Pyspark Cookbook ⭐ 76

PySpark Cookbook, published by Packt

Delta Architecture ⭐ 66

Streaming data changes to a Data Lake with Debezium and Delta Lake pipeline

Sparkora ⭐ 46

Powerful rapid automatic EDA and feature engineering library with a very easy to use API 🌟

Song Playlist Recommendation ⭐ 43

This project was a joint effort by Lucas De Oliveira, Chandrish Ambati, and Anish Mukherjee to create a song and playlist embeddings for recommendations in a distributed fashion using a 1M playlist dataset by Spotify.

Spark Nba Analytics ⭐ 41

Analyzing NBA data using Spark 2.1

Pysparkcookbook ⭐ 29

A repository for a PySpark Cookbook by Tomasz Drabas and Denny Lee

Pyspark Arrow Pandas ⭐ 18

Presentation about Pyspark and how Arrow makes it faster

Bigdata Workshop Es ⭐ 17

Workshop Big Data en Español

Data Engineering ⭐ 12

Projects and studies regarding Data Engineering Area

Distributed Machine Learning ⭐ 12

PySpark, Databrick, h2o, MLlib

Sparklyr_start ⭐ 6

Materials to start using Spark in R (sparklyr package). Examples for local and cluster usages

Data_engineer_end2end ⭐ 5

End-to-end data engineer project

Spark Streaming ⭐ 5

Twitter Spark Streaming using PySpark

Movie Recommendation Engine using PySpark

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