From Data to Recommendations: Building an Intelligent System with ROR | Rashmi Nagpal | rubyday 2024

From Data to Recommendations: Building an Intelligent System with Ruby on Rails.

Did you know that 75% of users are more likely to engage with a platform offering personalized recommendations? Well, with 1.2 million websites worldwide built on Ruby on Rails, let’s harness the power of this popular framework to implement intelligent recommendations effortlessly! This talk will explore the exciting realm of recommendation systems and how to build an intelligent system using Ruby on Rails. We will start by unraveling the fundamentals of recommendation systems, including collaborative filtering. With this foundation, we will integrate machine learning techniques into the Ruby on Rails framework. Throughout the talk, we will discuss various strategies for capturing and utilizing user preferences, improving recommendation accuracy, and continuously refining the system based on user feedback. By the end of this talk, you will have gained valuable insights into building an intelligent system that can transform raw data into valuable recommendations within a Ruby on Rails application!

Rashmi Nagpal is Machine Learning Engineer @ Patchstack.

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rubyday 2024 is the 11th edition of the Italian Ruby conference, organized by GrUSP,
The event is international, and all sessions will be in English.
📍 Verona | 📅 May 21, 2024

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rubyday is organized by GrUSP.
We organize events, conferences and informal meetings involving Italian and international professionals.
We aim to make the ecosystem of the Italian world of web development better both in terms of skills and opportunities by creating greater awareness through comparison and sharing.

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