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Sara Robinson

SQL or ML? The same dataset, two ways.

This is the second post in a two-part series going through my “when to use machine learning” flowchart.

Dec 17, 2018

SQL or ML? The same dataset, two ways.

Dec 17, 2018

Published in
HackerNoon.com

Machine learning on machines: building a model to evaluate CPU performance

Wouldn’t it be cool if we could build a machine learning model to predict machine performance? In this post, we’ll look at several linear…

Nov 14, 2018

Machine learning on machines: building a model to evaluate CPU performance

Nov 14, 2018

When should you use machine learning? — Part 1

I’m constantly fascinated by machine learning and always excited to find new projects for it. But as trendy as ML has become, sometimes a…

Nov 8, 2018

When should you use machine learning? — Part 1

Nov 8, 2018

Classifying congressional bills with machine learning

I’m always looking for new datasets for ML projects, so I was particularly excited to discover this public domain dataset of ~400k…

Nov 1, 2018

Classifying congressional bills with machine learning

Nov 1, 2018

Crowdsourcing ML training data with the AutoML API and Firebase

Want to build an ML model but don’t have enough training data? In this post I’ll show you how to build an ML pipeline that gathers labeled…

Oct 8, 2018

Crowdsourcing ML training data with the AutoML API and Firebase

Oct 8, 2018

Published in
HackerNoon.com

Query a custom AutoML model with Cloud Functions and Firebase

If you haven’t heard about AutoML yet, it‘s the newest ML offering on Google Cloud and lets you build custom ML models trained on your own…

Aug 27, 2018

Query a custom AutoML model with Cloud Functions and Firebase

Aug 27, 2018

Building a ML keynote demo for 100,000+ people

Did you miss the AutoML announcements and demos during the Cloud Next ’18 keynote? I‘ve got you covered! In this post I’ll provide an…

Aug 20, 2018

Building a ML keynote demo for 100,000+ people

Aug 20, 2018

Published in
TensorFlow

Predicting the price of wine with the Keras Functional API and TensorFlow

Can you put a dollar value on “elegant, fine tannins,” “ripe aromas of cassis,” or “dense and toasty”? It turns out a machine learning…

Apr 23, 2018

Predicting the price of wine with the Keras Functional API and TensorFlow

Apr 23, 2018

Published in
TDS Archive

Build a Taylor Swift detector with the TensorFlow Object Detection API, ML Engine, and Swift

Note: as of this writing there is no official TensorFlow library for Swift, I used Swift to build the client app for prediction requests…

Jan 2, 2018

Build a Taylor Swift detector with the TensorFlow Object Detection API, ML Engine, and Swift

Jan 2, 2018

Adding Computer Vision to your iOS App

Recently I’ve been using the Google Cloud Machine Learning APIs with Node.js and Python, but I wondered — wouldn’t it be cool if there was…

Oct 26, 2017

Adding Computer Vision to your iOS App

Oct 26, 2017

Sara Robinson

Sara Robinson

Connoisseur of code, country music, and homemade ice cream. Helping developers build awesome apps @googlecloud. Opinions = my own, not that of my company.

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