APRILS – Easy Machine Learning – Scilla

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APRILS – Easy Machine Learning – Scilla

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APRILS

Easy Machine Learning

Built with by Luxola Data Team

What is APRILS?

ARILS regroup all the projects related to Machine Learning and Data Science dedicated technologies at Luxola. It counts for the moment only 1 project: Scilla.

Scilla

For recommendations

Scilla is a black box

Strategy

We assume, similar users will like / purchase similar products.

Algorithm

ALS

Let's assume users are bubbles

We will create a map with all these bubbles

To immediatly know where to position a new one

How to create the map?

Get Data from the users

  • Google Analytics
  • Purchases / Backend

Compute them to generate the map (model)

Close the black box

Why Scilla?

Scilla is only 1 flower

  • Recommendation Engine
  • Sort algorithm
  • Similar products
  • Trends analytics
  • Forecasting
  • ...