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Common Sense Product Recommendations using Large Language Models

Check out our LLM Solution Accelerators for Retail for more details and to download the notebooks. Product recommendations are a core feature of...

Introducing Redkite’s Pricing Analytics Solution Powered by Databricks

October 18, 2023 by Sonia Patel and Bryan Smith in
Pricing plays a crucial role in the success of any (consumer packaged goods) CPG organization. Beyond covering the basic costs of development, manufacturing...

How Crisp and Databricks Enable Retail-Supplier Collaboration through Shared Sales and Inventory Data

Retailers have long shared sales and inventory data with their suppliers. Combined access to this information enables the two parties to assess consumer...

A Pattern for the Lightweight Deployment of Distributed XGBoost and LightGBM Models

A common challenge data scientists encounter when developing machine learning solutions is training a model on a dataset that is too large to...

Using Images and Metadata for Product Fuzzy Matching with Zingg

September 24, 2023 by Luke Bilbro, Sonal Goyal and Bryan Smith in
Product matching is an essential function in many retail and consumer goods organizations. Incoming products are compared to items in the existing product...

How Edmunds builds a blueprint for generative AI

September 20, 2023 by Bryan Smith, Sam Steiny and Greg Rokita in
This blog post is in collaboration with Greg Rokita, AVP of Technology at Edmunds . Long envisioned as a key milestone in computing...

Retail Personalization with RFM Segmentation and the Composable CDP

September 7, 2023 by Bryan Smith and Katy Yuan in
Check out our Solution Accelerator for RFM Segmentation for more details and to download the notebooks . For retail brands, effective customer engagement...

Automated Analysis of Product Reviews Using Large Language Models (LLMs)

Check out our LLM Solution Accelerators for Retail for more details and to download the notebooks. While conversational AI has garnered a lot...

How ActionIQ Integrates with Databricks Lakehouse Part Two: Step-by-Step Workflow to Activate Propensity Modeling

August 23, 2023 by Sophie Wang and Bryan Smith in
In our previous blog post , we discussed how ActionIQ partners with Databricks to address the key challenge organizations face in achieving their...

How ActionIQ Integrates with the Databricks Lakehouse Part One: Enable Personalization Without Data Replication

August 16, 2023 by Sophie Wang and Bryan Smith in
The Personalization Paradigm: Balancing Business Self-Service and Data Governance Personalization transforms businesses, shaping and reshaping the way brands connect with their audiences. Its...