Sara RobinsonSQL 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.10 min read·Dec 17, 2018----
Sara RobinsoninHackerNoon.comMachine learning on machines: building a model to evaluate CPU performanceWouldn’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…8 min read·Nov 14, 2018--2--2
Sara RobinsonWhen should you use machine learning? — Part 1I’m constantly fascinated by machine learning and always excited to find new projects for it. But as trendy as ML has become, sometimes a…8 min read·Nov 8, 2018----
Sara RobinsonClassifying congressional bills with machine learningI’m always looking for new datasets for ML projects, so I was particularly excited to discover this public domain dataset of ~400k…5 min read·Nov 1, 2018--1--1
Sara RobinsonCrowdsourcing ML training data with the AutoML API and FirebaseWant 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…4 min read·Oct 8, 2018--1--1
Sara RobinsoninHackerNoon.comQuery a custom AutoML model with Cloud Functions and FirebaseIf 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…5 min read·Aug 27, 2018--2--2
Sara RobinsonBuilding a ML keynote demo for 100,000+ peopleDid 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…10 min read·Aug 20, 2018----
Sara RobinsoninTensorFlowPredicting the price of wine with the Keras Functional API and TensorFlowCan you put a dollar value on “elegant, fine tannins,” “ripe aromas of cassis,” or “dense and toasty”? It turns out a machine learning…9 min read·Apr 23, 2018--14--14
Sara RobinsoninTowards Data ScienceBuild a Taylor Swift detector with the TensorFlow Object Detection API, ML Engine, and SwiftNote: as of this writing there is no official TensorFlow library for Swift, I used Swift to build the client app for prediction requests…11 min read·Jan 2, 2018--19--19
Sara RobinsonAdding Computer Vision to your iOS AppRecently 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…4 min read·Oct 26, 2017--5--5