Machine Learning
Workshop: Part Three
Unsupervised Learning
@KatharineCodes @JavaFXpert
(Let's dive in now)
Using unsupervised learning to map artworks
@KatharineCodes @JavaFXpert
Using unsupervised learning to map words
@KatharineCodes @JavaFXpert
word2vec vector representations of words
Using unsupervised learning to map words
@KatharineCodes @JavaFXpert
word2vec vector offsets for gender relationships
Using unsupervised learning to map words
@KatharineCodes @JavaFXpert
word2vec vector offsets for plural relationships
Using unsupervised learning to map words
@KatharineCodes @JavaFXpert
word2vec vector arithmetic
word2vec vector arithmetic
@KatharineCodes @JavaFXpert
King – Man + Woman = Queen
Visualizing word2vec words & points
@KatharineCodes @JavaFXpert
using Tensorflow Embedding Projector
Summary of links
Andrew Ng video:
https://www.coursera.org/learn/machine-learning/lecture/zcAuT/welcome-to-machine-learning
Iris flower dataset:
https://en.wikipedia.org/wiki/Iris_flower_data_set
Visual neural net server:
http://github.com/JavaFXpert/visual-neural-net-server
Visual neural net client:
http://github.com/JavaFXpert/ng2-spring-websocket-client
Deep Learning for Java: http://deeplearning4j.org
Spring initializr: http://start.spring.io
A.I Duet application: http://aiexperiments.withgoogle.com/ai-duet/view/
Self driving car video: https://vimeo.com/192179727
@KatharineCodes @JavaFXpert
Machine Learning