Best-seller ML

Inspiration

Create a model which help to identify Best-seller product

What it does

Create sales rank prediction model for digital music for Amazon product data

R. He, J. McAuley. Modeling the visual evolution of fashion trends with one-class collaborative filtering. WWW, 2016J. McAuley, C. Targett, J. Shi, A. van den Hengel. A Image-based recommendations on styles and substitutes. SIGIR, 2015

How I built it

by using Apache Spark ML at Databricks notebook

Challenges I ran into

denuclearizing challenges, low statistical importance of the result

Accomplishments that I'm proud of

It works

What I learned

Plan in advance

What's next for Best-seller ML

move from community version of Databricks

Built With

• pyspark