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Sara Robinson

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Build end-to-end solutions with Vertex AIGoogle I/O 20212021-05-18
Vertex AI launches as a managed ML platform that claims end-to-end support from raw data to deployed endpoints, offering vertex pipelines that run TFX or…
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Hands on with Cloud AIGoogle I/O 20212021-05-18
Hands-on demo builds a TensorFlow regression on the auto MPG dataset, packages training code as a Docker container, pushes it to Container Registry, runs a…
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Live Coding A Machine Learning Model from ScratchGoogle I/O 20192019-05-07
Builds a multi-label text classifier for five Stack Overflow tags using TensorFlow tf.keras and a 400-word bag of words vocabulary extracted from BigQuery…
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Keynote: From Zero to ML on Google Cloud PlatformDevFestMN 20182018-02-10
Shows concrete workflows on Google Cloud Platform: use Cloud Vision and Natural Language APIs for one-call predictions, customize with Auto ml vision (alpha…
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Opening KeynoteGoogle Developer Days Europe 20172017-09-05
Google announces concrete platform moves: Android hits 2 billion active devices and 82 billion installs, Play buyers grow ~30% and developers with >1M installs…
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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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Analyzing 33 million bike trips with BigQueryNDC Sydney 20172017-08-14
Analyzes 33 million Citi Bike trips loaded into BigQuery (4.5 GB, 33M rows) and visualizes results with Data Studio, Carto and Exploratory. Queries show fleet…
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Analyzing 33 million bike trips with BigQueryNDC Oslo 20172017-06-14
Analyzes 33 million trips from NYC bike share by importing monthly CSVs into Google Cloud Storage with a Node.js script and loading them into BigQuery + Data…
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2017 DevFestMN Sara RobinsonDevFest MN 20172017-02-04
Analyzes 33 million trips using BigQuery + Cloud Storage, imports monthly CSVs via the REST API, and runs SQL to find 10,500 bikes in circulation, East…
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Puppies or MuffinsDevFest MN 20172017-02-04
Shows actual API calls and JSON responses: Cloud Vision API returns label, face and landmark detections with confidence scores and an EM ID, and reports 15 of…
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Analyzing Images with Google’s Cloud Vision APIDevFestMN 20162016-02-06
Shows that Google Cloud Vision API (alpha) actually returns concrete JSON: label detection, face detection, text OCR and more, with bounding boxes, landmark…
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Realtime Awesomeness: An Intro to Building Apps With FirebaseCodemotion Rome 20152015-03-25
A realtime chat app is built and deployed end-to-end using Firebase: the JavaScript SDK for realtime syncing, Twitter OAuth for auth, push for concurrent…
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What Harry Potter Can Teach Us About JavaScriptJSConf EU 20142014-09-13
On July 21st, 2007, 15 million people around the world took a break from their daily routine to read the final installment of J.K. Rowling’s best-selling Harry…
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