GlueCon 2013 Notes: Machine Learning APIs (You Probably Didn’t Know About) – Chris Ismael, Mashape
Machine Learning APIs (You Probably Didn’t Know About) – Chris Ismael, Mashape Many machine learning libraries have complexity hidden behind an API Natural language processing (NLP) and social media are often seen together Common machine learning categories Summarization Wavii and Summly recently acquired – both summarize news using NLP Stemming and Lemmatization try to find the root word to find derivative searches Face detection/recognition Language detection/translation Recommender system Word-sense disambiguation Named entity recognition (date, location, person, classification) Parts of speech tagging Chunking or shallow parsing http://mloss.org – a variety of machine learning algorithms open sourced that may be candidates for API-ification http://mashape.com – cloud API marketplace http://algorithms.io – machine learning APIs Full list of links: http://blog.mashape.com/post/48074869493/list-of-40-machine-learning-apis
Machine Learning APIs (You Probably Didn’t Know About) – Chris Ismael, Mashape
- Many machine learning libraries have complexity hidden behind an API
- Natural language processing (NLP) and social media are often seen together
- Common machine learning categories
- Summarization
- Wavii and Summly recently acquired – both summarize news using NLP
- Stemming and Lemmatization try to find the root word to find derivative searches
- Face detection/recognition
- Language detection/translation
- Recommender system
- Word-sense disambiguation
- Named entity recognition (date, location, person, classification)
- Parts of speech tagging
- Chunking or shallow parsing
- Summarization
- http://mloss.org – a variety of machine learning algorithms open sourced that may be candidates for API-ification
- http://mashape.com – cloud API marketplace
- http://algorithms.io – machine learning APIs
- Full list of links: http://blog.mashape.com/post/48074869493/list-of-40-machine-learning-apis