Cat recognition

Kittydar App

Source: https://harthur.github.io/kittydar/

Digit recognition

regl cnn

Source: https://erkaman.github.io/regl-cnn/src/demo.html

Self-driving car simulations

Deep Traffic

Source: Deep Traffic MIT - 6.S094: Deep Learning for Self-driving cars

Image manipulations

NumJs jsfiddle

Source: NumJs Demo

Automatic logo generator

markmaker

Source: MarkMaker

Natural Language processing

Text processing

Source: Code School Machine Learning blog

AI for Robots

Bot brain

Source: Bot brain

## Key concepts

Neural Network

Neural Network

Different way to look at it

Table view

Perceptron

perceptron

Forward vs Backpropagation

Forward Backprop

Source: Rohan & Lenny #1: Neural Networks & The Backpropagation, Explained

Activation functions

Activation functions

Source: Neataptic

Cost functions

Loss functions

Source: Neataptic

### Get involved - [AI Grant](https://aigrant.org/) Get $2,500 for your AI project - [Kaggle](http://kaggle.com) Machine Learning Competitions - Datasets - Kernels - Happy to hear your feedback or comments, please create an issue in this [repository](https://github.com/Bondifrench/ml-in-js)