Machine Learning Best Practices at GetYourGuide

Powering Millions of Real-Time Rankings with Production AI

Basemath—GetYourGuide’s Way of Sequential Testing. Part II: The Theory

Basemath—GetYourGuide’s Way of Sequential Testing. Part I: The Application

DDataflow: An Open-Source Tool for End-to-End Tests of Machine Learning Pipelines

Building Custom NER Models With SpaCy To Enhance Travel Product Inventory

How we Standardized Machine Learning Observability Across Teams

Integrating Kafka into our Reporting Pipeline

Decoupling GetYourGuide’s Public API From the Monolith

Why Personalized Travel Content Matters, and How to do it at Scale

How We Extended our Open Source ML Platform to Support Real-Time Inference

Using Deequ to Validate the Content of our Dataframes

Inside our Recommender System: Data Pipeline Execution and Monitoring

What are Productivity Pairing Days?

Transitioning from Apache Thrift to JSON and OpenAPI

What’s a Good F1 Score?

Understanding Data-Driven Attribution Models

15 Data Science Principles We Live By