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Spree Product Recommenations Using Prediction.io
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Spree Product Recommenations Using Prediction.io

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Slides from a talk at Spree Conf 2014 on using Prediction.io to improve the customer experience and sales on ecommerce sites.

Slides from a talk at Spree Conf 2014 on using Prediction.io to improve the customer experience and sales on ecommerce sites.

Published in: Technology, Education

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  • 1. Spree Product Recommendations (No data scientists required!) By David Jones Resolve Digital - @d_jones
  • 2. Amazon’s sales jumped ~29% after adding recommendation features* *“Amazon's recommendation secret” http://tech.fortune.cnn.com/2012/07/30/amazon-5/ David Jones, @d_jones
  • 3. Product Recommendations ✓ Better user experience ✓ More pages viewed per visitor ✓ Higher conversion rate ✓ Higher average order size ✓ Win-win for customers and store owners David Jones, @d_jones
  • 4. The problem ⨯ Requires a solid understanding about machine learning ⨯ You need a data scientist to run it ⨯ Out of reach for small/medium sized stores David Jones, @d_jones
  • 5. Prediction.IO ✓ Open Source ✓ Deploy yourself or instantly on Amazon’s Cloud ✓ Cheap to run (starts at $0.06/hr) ✓ Developer friendly API ✓ Easy to use admin UI David Jones, @d_jones
  • 6. ratings product views orders David Jones, @d_jones
  • 7. David Jones, @d_jones One important thing • Existing data is key: • Quality • Quantity • No existing data? Start logging data today, add recommendations later.
  • 8. Deploy Server
  • 9. David Jones, @d_jones
  • 10. David Jones, @d_jones
  • 11. David Jones, @d_jones
  • 12. Ruby SDK
  • 13. Thank you David Jones - @d_jones resolvedigital.com Talk to us about Spree Customizations

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