Skip to main content

Purchase-also-purchase Model with NVIDIA Merlin

Exploring building purchase-also-purchase recommendation system on Sayurbox with NVIDIA Merlin
Created on July 24|Last edited on July 24

Overview

In this report, I tried to build a purchase-also-purchase model using NVIDIA Merlin with a simple neural network. The initial exploration aims to run a quick and simple pipeline (from data ingestion until model training), then evaluate it based on loss & accuracy metrics.

Data Ingestion

The data can be extracted from BigQuery table sayurbox_bi_prod.orders with the following setup:

data_ingestion_details_table
start_date
end_date
training_data_span
2022-02-10
2022-07-10
150
Loading...
start_date
end_date
training_data_span
2022-02-10
2022-07-10
150
Loading...