Javascript & Machine Learning

Image Upscaling with Javascript
Sep 28 2020 19 min read
Image Upscaling in your browser lets you reduce your image sizes up to 1/16th. That means a 725kb image becomes 10kb. Learn how to do this and more with Super Resolution in Javascript.
What is Deep Learning
Jun 28 2020 11 min read
What are Neural Nets, and what are they good for?
Image Classification with Javascript
Aug 16 2018 17 min read
Leverage Transfer Learning on the web to train an accurate image classifier in less than a minute with just a few labeled images.
Tensors in JavaScript
Aug 7 2018 5 min read
The data type at the heart of all Neural Nets.
MNIST image data in Tensorflow.js
May 29 2018 6 min read
A walk-through manipulating image data in the browser.
Hello World with Tensorflow.js
May 17 2018 8 min read
The good news is that getting started with machine learning today has never been easier. In fact, if you’re reading this it means you already have the tools you need to dive right in.
Use cases for Tensorflow.js
May 16 2018 5 min read
Examples of client-side machine learning
Common Patterns for Analyzing Data
Mar 12 2018 28 min read
An analysis of several different data analyses, and a distillation of best practices understanding datasets
Standing on the shoulders of giants
Jan 23 2018 3 min read
Thoughts on building on others’ models
Building a Deep Learning / Cryptocurrency PC (#4): AI
Jan 1 2018 7 min read
Part 4 of my experience building a Deep Learning PC
Building a Deep Learning / Cryptocurrency PC (#3): Mining
Dec 10 2017 6 min read
Part 3 of my experience building a Deep Learning PC
Building a Deep Learning / Cryptocurrency PC (#2): The OS
Oct 6 2017 7 min read
Part 2 of my experience building a Deep Learning PC
Building a Deep Learning / Cryptocurrency PC (#1): The Hardware
Sep 25 2017 8 min read
Part 1 of my experience building a Deep Learning PC
Background Images in React Native
May 9 2017 3 min read
A common question amongst React Native developers is how to put a background image on a view. Let’s answer it.
Tabbing Through Input Fields
May 5 2017 4 min read
On the web, it’s common to tab through forms, an intuitive and UX-friendly pattern. With React Native, you need to implement this functionality yourself.
Emojis in Javascript
Nov 5 2016 7 min read
A deep dive into the particular parsing oddities of emojis, Unicode, and Javascript.
Popular Use Cases for Chatbots
Oct 18 2016 6 min read
Exploring ideal use cases are for bots, and when they can match or exceed equivalent app or web experiences.
Testing Chatbots
Jul 20 2016 4 min read
How to Ensure a Bot Says the Right Thing at the Right Time
Services-based architectures
Jul 12 2016 3 min read
We moved to a services-based architecture while building our Bot and it is awesome
Cross Platform Bots
May 25 2016 8 min read
Should bots be consistent across platforms, or not? To answer that, let’s see what the major differences between messaging platforms are.
Usability Heuristics For Bots
May 3 2016 14 min read
Are Nielsen’s heuristics still applicable to bots?
Javascript Internationalization
Jul 23 2015 8 min read
I recently did some research on Javascript internationalization for a client-side Javascript app.