Machine Learning
This category focuses on machine learning, artificial intelligence, and data science.
Accelerate testing in Apache Airflow through DAG versioning
In this blog post we present a way to version your Airflow DAGs on a single server through isolated pipeline and... Read more...
Hilmi Yildirim
Senior Software Engineer
Stefan Haase
Head of Engineering
Jun 10
2022
Zalando's Machine Learning Platform
Architecture and tooling behind machine learning at Zalando Read more...
Krzysztof Szafranek
Senior Software Engineer
Apr 19
2022
Tuning Image Classifiers using Human-In-The-Loop
We present an Expectation–Maximization (EM) algorithm for iteratively estimating the optimal class-confidence... Read more...
Paul O'Grady
Senior Applied Scientist
Oct 13
2021
Space efficient machine learning feature stores using probabilistic data structures - a benchmark
In this post, we describe a technique for providing machine learning feature stores with sublinear space... Read more...
Enno Shioji
Head of Engineering
Oct 05
2021
A Machine Learning Pipeline with Real-Time Inference
How we improved an ML legacy system using Amazon SageMaker Read more...
Henning-Ulrich Esser
Applied Scientist
Przemyslaw Kosiak
Senior Applied Scientist
Lisa Knolle
Software Engineer
Scott Joseph Small
Senior Applied Scientist
Manuel Vanzetti
Applied Science Manager
Feb 16
2021
Learnings from Distributed XGBoost on Amazon SageMaker
What I learned from distributed training with XGBoost on Amazon SageMaker. Read more...
Scott Joseph Small
Machine Learning Engineer
Jun 22
2020
On the Effectiveness of Online Marketing
Measuring the incremental effect of online marketing to optimize advertising investment Read more...
Feb 07
2019
Tag-based Navigation of a Fashion Catalog
Exploring the Zalando Assortment by Browsing a Product Similarity Graph Read more...
Paul O'Grady
Research Engineer
Nov 29
2018
Zalando Research Releases “Flair”
Open sourcing machine learning research for natural language processing (NLP) Read more...
Per Ploug
Open Source Community Manager
Alan Akbik
Research Scientist
Nov 22
2018
Train Deep Learning Models on AWS
A real-life example of how to train a Deep Learning model on an AWS Spot Instance using Spotty Read more...
Oleg Polosin
Data Engineer
Nov 08
2018