Isolation Forest on Spark

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.

Python PMML scoring library for PySpark as SparkML Transformer

classify crime into different categories using PySpark

Welcome to some case study of data science projects - (Personal Projects).

My applied big data analytic project with pyspark.

My Practice and project on PySpark

Useful scripts and notebooks for Data Science. The project was made by Miquido. https://www.miquido.com/

Example from Spark MLLib (in python)

Sample code for pyspark

Network traffic classifier based on Apache Spark and MLlib

‼️ Handle Big Data for Machine Learning using Python and PySpark, Building ETL Pipelines with PySpark, MongoDB, and Bokeh

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

A PySpark MLlib classification model to classify songs based on a number of characteristics into a set of 23 electronic genres.

Analysis of information about startup companies done using machine learning and data analytics methods to predict the success of the startup companies.

A collection of pyspark exercises

Implementation of movie recommendation systems using Apache Spark ML alternating least squares (ALS)

Transformation of Akamai Logs with Spark ETL and discover of Values and similarities in logs used SparkML and H2O ML

Recommendation System using MLlib and ML libraries on Pyspark