Introduction to Machine Learning

Simon Reinsperger | piedcode.com | @simon_rsp
https://github.com/abisz/talk-ml-introduction

Difference to AI and Deep Learning

https://blogs.nvidia.com/blog/2016/07/29/whats-difference-artificial-intelligence-machine-learning-deep-learning-ai/

Perceptron Learning Algorithm

  • Supervised ML
  • Classification
  • Data needs to be linearly separable

Let's see it in action!

abisz.github.io/perceptron-example/

Neural Networks

  • Multiple perceptrons
  • Output from one (hidden) layer -> input for next

Tensorflow Playground

playground.tensorflow.org

Convolutional Network

http://joelouismarino.github.io/blog_posts/blog_googlenet_keras.html

Image Recognition

http://www.auduno.com/2016/06/18/peeking-inside-convnets/

Not a trivial task...

http://imgur.com/gallery/TTpIGvo
http://www.boredpanda.com/dog-food-comparison-bagel-muffin-lookalike-teenybiscuit-karen-zack/

Thank you for listening

http://giphy.com/gifs/thanks-thank-you-kazoo-kid-l3q2wJsC23ikJg9xe