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Bret McGowen

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Where to Run Your Code in the Cloud: Serverless, Containers, or VMsWindcity DevFest 20192019-02-01
What do the terms serverless, containers, and virtual machines mean? Which should I use to build my app? The answer (as always) is "it depends." In this…
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Serverless tools for machine learning, big data and app backendsDevFest Ukraine 20182018-10-12
Overview of practical serverless tooling on Google Cloud and Firebase: demos show headless Chrome screenshots and a Docker-based serverless containers flow…
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Google’s serverless tools for machine learning, big data and app backendsNGConf 20182018-04-18
Whether your app is mobile, web, or cloud native, Google Cloud Platform and Firebase have an entire suite of serverless tools that can help. What is…
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Serverless Machine Learning: An IntroductionDevFestMN 20182018-02-10
A live pipeline demonstrates ingesting 600–700 handwritten sevens eights and nines into Cloud Storage, transforming each image into 784 grayscale pixel columns…
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Serverless Machine Learning: a beginner's guideDevoxx Belgium 20172017-11-06
A complete serverless pipeline that ingests images from Cloud Storage, converts pixels to columnar rows into BigQuery, batches exports to CSV, runs TensorFlow…
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Get silly with serverlessDevoxx Belgium 20172017-11-06
Shows how Google Cloud Functions (Node.js) glue services: upload an image to Cloud Storage, a function invokes Cloud Vision for labels and creates a thumbnail…
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Machine Learning and Big Data Magic with Node.js and Google CloudNDC Sydney 20172017-08-14
Shows how to call Google Cloud's cloud vision API to label faces, detect landmarks and logos (demo uploads a koala, creates thumbnails, saves JSON), use…
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2017 DevFestMN Bret McGowenDevFest MN 20172017-02-04
Demos show a working serverless pipeline: HTTP and event-driven cloud functions that resize images, call the Vision and Natural Language APIs, stream sentiment…
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