Cortical.io

http://www.crunchbase.com/organization/cept-systems

list of suggestions:

1. use cases and implementations for each cortical API call, similar to word2vec use cases and more...
2. webinars:
 end-to-end examples of cortical word representation combined with deep learning
end-to-end examples of cortical word representation combined with deep learning deployed on a spark cluster
3. schools, similar to http://www.next.ml/
4. meetup presentations - new tech, hackers and founders, etc.
5, participation in summits - spark, solr, etc...ML, NLP, NLU
6. participation in semeval
7. bloomberg
8. cnbc
9. tests:

How to measure quality of the word vectors

simple test sets that can be used to quickly evaluate the word vector quality - 

word relation test set 

the phrase relation test 

best result, average

example:

comparing apples to apples: a case study using the GloVe model

https://docs.google.com/document/d/1ydIujJ7ETSZ688RGfU5IMJJsbxAi-kRl8czSwpti15s/mobilebasic?pli=1