Product Recommendations Course — XP² Learning Center
2026-02-28 18:57 Diff

This course breaks down the many intricacies of recommender systems and their use in surfacing relevant products throughout the sales funnel, with a focus on the many algorithms used to power them, filtering rules to control them, and general best practices. 

7 Lessons

Lesson 1

An introduction to product recommender systems

A beginner’s guide to product recommender systems, the strategies behind them, and examples of strategies used by today’s leading digital brands.

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Lesson 2

Applying merchandising rules to product recommendations

Using merchandising rules, marketers can adapt product recommendations strategies to their desired objectives, tapping their expertise to improve consumer experiences.

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Lesson 3

The essentials for choosing the right product recommendation strategy

Make sense of various eCommerce product recommendation strategies and how to effectively use them to maximize marketing ROI.

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VP of Product, Dynamic Yield

Lesson 4

An Introduction to Affinity-Based Recommendations

Learn how to leverage user affinity data to make more effective personalized recommendations at scale.

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Lesson 5

The rise of deep learning-based recommendations

As brands across industries continue to adopt deep learning, learn how it is being adapted for the delivery of product recommendations that enhance the customer experience and generate meaningful revenue.

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VP of Product, Dynamic Yield

Lesson 6

Impactful techniques to help you ace your product recommendations

A guide to effectively deploy product recommendations featuring strategies, best practices, and real-life examples from leading global brands.

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Senior Director of Marketing, Dynamic Yield

Lesson 7

The gold standard for recommendations: An APMEX case study

We caught up with Andy Mueller, Director of Digital Analytics at APMEX, about why breaking down silos between data is essential to connecting with consumers on a one-on-one basis and how recommendations can surface relevant products for every type of buyer persona.

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