Justin Gage – Medium

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Justin Gage

Data as a Product vs. Data as a Service

The difference between providing “data” and providing “insights” (actually though)

6 min readJul 14, 2019

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Data as a Product vs. Data as a Service

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Justin Gage

Apache Airflow on Docker for Complete Beginners

Introduction

12 min readFeb 10, 2019

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Apache Airflow on Docker for Complete Beginners

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Justin Gage

How Data Scientists Can Work Better With Engineers

Learning the right skills, owning investigative work, and collaborating on abstractions can go a long way

7 min readFeb 3, 2019

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How Data Scientists Can Work Better With Engineers

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Justin Gage
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Heartbeat

Machine Learning models on the edge: mobile and IoT

Edge devices are becoming increasingly important—and here’s how machine learning works with them

7 min readJun 20, 2018

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Machine Learning models on the edge: mobile and IoT

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Justin Gage
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Towards Data Science

The missing part of the Machine Learning revolution

Despite the widespread adoption of AI, scaling and deploying AI-based products is as hard as ever; but some new technology is looking to…

6 min readNov 15, 2017

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The missing part of the Machine Learning revolution

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Justin Gage
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Zodiac Metrics

The era of the customer-centric business

Businesses have typically been built around understanding forces, groups, and trends. New technology is changing that paradigm by giving…

6 min readNov 7, 2017

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The era of the customer-centric business

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Justin Gage
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Datalogue

The abstracted future of data engineering

The way we view data and data sources has more or less stayed the same over time, but new technologies suggest a step innovation is…

8 min readOct 24, 2017

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The abstracted future of data engineering

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Justin Gage

Machine Learning Abstraction And The Age of AI Ease

New tools are making it easier than ever to get working AI up and running

10 min readSep 13, 2017

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Machine Learning Abstraction And The Age of AI Ease

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Justin Gage
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Startups & Venture Capital

Making Sense of The Different Types of AI Companies

A framework for understanding how companies use AI

5 min readSep 6, 2017

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Making Sense of The Different Types of AI Companies

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Justin Gage

How different stages of investors align with founders

Earlier investors may naturally more in-sync with their founders than their later stage counterparts

6 min readFeb 7, 2017

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Justin Gage

Justin Gage

Technically explains software concepts like APIs and databases in easy to understand language and the right depth so you can impress your boss.

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