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Zalando's Machine Learning Platform

Architecture and tooling behind machine learning at Zalando Read more...

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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...

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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...

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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...

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Henning-Ulrich Esser

Applied Scientist

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Przemyslaw Kosiak

Senior Applied Scientist

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Lisa Knolle

Software Engineer

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Scott Joseph Small

Senior Applied Scientist

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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...

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Scott Joseph Small

Machine Learning Engineer

Jun 22

2020

Zalando Research Releases “Flair”

Open sourcing machine learning research for natural language processing (NLP) Read more...

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Per Ploug

Open Source Community Manager

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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...

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Oleg Polosin

Data Engineer

Nov 08

2018

Shop the Look with Deep Learning

Retrieving fashion products based on a query image Read more...

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Julia Lasserre

Research Scientist

Sep 12

2018

Crushing AVRO Small Files with Spark

Solving the many small files problem for AVRO Read more...

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Ian Duffy

Software Engineer

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Kevin Eid

Data Engineer

Feb 06

2018

The Faces Behind the Fashion-MNIST

The Faces Behind the Fashion-MNIST Read more...

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Nana Yamazaki

Employer Branding Specialist Data Science

Jan 11

2018

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