Seems my #ML101 deck has made its way back on to #HackerNews. Currently trending at #11: "Jason's Machine Learning 101" - Give it some love if you are feeling generous ;-) https://news.ycombinator.com/item?id=17667705

Some awesome #cheatsheets for common #programming languages, APIs, libraries and more such as #JavaScript, #Bash, #Python, #Node.js
https://devhints.io/es6

Awesome #tutorial on using a shader to create music visualisations that react to the underlying audio. All in the browser of course, using #JavaScript.
https://noisehack.com/build-music-visualizer-web-audio-api/ Oh and if you enjoy shaders, check out https://www.shadertoy.com/ and https://thebookofshaders.com

So #NVIDIA's AI goes against the grain to clean up noisy images - check the video, the results are very impressive! The panda example is epic. #MachineLearning
https://youtu.be/pp7HdI0-MIo

Amazon's deeplens camera sounds interesting. Has anone played with one? I am unsure why you wouldnt just use a cloud API though given that this hardware is aimed at developers. It is quite easy to hook up any cloud api to say a Raspberry Pi to then control something. Maybe this is easier. I am guessing it has Alexa integration to do tasks when it sees stuff, so probably easier for beginners. https://aws.amazon.com/deeplens/

This looks like a kickass project to try out - but obviously use your #laser safety glasses to prevent blinding yourself if you have a bug in your code...
https://imgur.com/gallery/DsXW9TO

Check out #ML5js - a super simple to use wrapper for #Tensorflow.js! Yep this allows you to do machine learning client side in the browser super simply in case you found TensorFlow too hard. Worth a check...https://ml5js.org

A long, but very interesting read on #ReinforcementLearning. Stick with it, the article starts of pretty pessamestic but for good reason to show how he has evolved his own ways over time to produce better solutions. My favouite quote:

"I’ve taken to imagining deep RL as a demon that’s deliberately misinterpreting your reward and actively searching for the laziest possible local optima. It’s a bit ridiculous, but I’ve found it’s actually a productive mindset to have."

https://www.alexirpan.com/2018/02/14/rl-hard.html

Style transfer #MachineLearning in the browser using #JavaScript. Live demo with code. Super neat. Also check out their other stuff such as #YOLO in JS.
https://ml5js.org/docs/style-transfer-image-example.html#demo