Jim Dowling – Medium

Jim Dowling

Feature Stores: the missing Data Layer for ML Pipelines

TL;DR

16 min readOct 1, 2023

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Feature Stores: the missing Data Layer for ML Pipelines

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Jim Dowling
in
Feature Stores for ML

Serverless Machine Learning — Free Online Course

The time needed to create AI-enabled Services with machine learning has been decreasing in recent years. Still, when it comes to putting…

4 min readOct 6, 2022

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Serverless Machine Learning — Free Online Course

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Jim Dowling
in
Feature Stores for ML

Feature types are extended programming language data types in ML

TL;DR Programmers know data types. A data type for a variable in a programming language defines the set of valid operations on that…

11 min readJun 12, 2022

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Feature types are extended programming language data types in ML

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Jim Dowling
in
Towards Data Science

Testing features with pytest

Testing feature logic, transformations, and feature pipelines with pytest

14 min readMay 3, 2022

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Testing features with pytest

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Jim Dowling

Scaleout Metadata File Systems already store much of your data. What are they?

An overview of Google Colossus, Facebook Tectonic, Microsoft ADLSv2, HopsFS

8 min readJun 5, 2021

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Scaleout Metadata File Systems already store much of your data. What are they?

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Jim Dowling
in
Feature Stores for ML

Jellyfish (Brainless) AI and the Feature Store

8 min readApr 30, 2021

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Jellyfish (Brainless) AI and the Feature Store

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Jim Dowling
in
Feature Stores for ML

Hopsworks Feature Store 2.0

TLDR; Hopsworks Feature Store interacts with the new Python and Scala/Java Software Development Kit (SDK) available in Hopsworks 2.0. The…

6 min readNov 21, 2020

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Hopsworks Feature Store 2.0

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Jim Dowling
in
Feature Stores for ML

Feature Store vs Data Warehouse

ML Engineer Guide

7 min readOct 9, 2020

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Feature Store vs Data Warehouse

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9

Jim Dowling
in
Towards Data Science

One function is all you need for ML Experiments

TLDR; Hopsworks provides support for machine learning (ML) experiments. That is, it can automatically track the artifacts, graphs…

12 min readOct 7, 2020

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One function is all you need for ML Experiments

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1

Jim Dowling
in
Feature Stores for ML

What is a Feature Store for ML?

Feature Stores have become the key piece of data infrastructure for machine learning…

3 min readMay 19, 2020

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What is a Feature Store for ML?

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Jim Dowling

Jim Dowling

@jim_dowling CEO of Logical Clocks AB. Associate Prof at KTH Royal Institute of Technology Stockholm, and Senior Researcher at RISE SICS.

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