it to my domain? (media, HR, legal etc) How to integrate with my analytics suite? The business value is in the application. How to have a view of my business? increasing resource efficiency is nicer. How to make it robust?
coherent sections Plain text Metadata Deep Learning Semantic Model Topics Specific modules for media, HR, legal The business value is in the application
of type “Englewood” owned by ForestCo left Cold Stream forest on 26 August for the mill in Enderby carrying 140 logs of wood at the rate of $10k. In an email it looks like this: ENGLEWOOD 140 26/08 Cold Stream/Enderby 10k ForestCo
like this: ENGLEWOOD 140 26/08 Cold Stream/Enderby 10k ForestCo Sometimes like this: 26/08 ENGLEWOOD ForestCo 140 Cold Stream to Enderby at 10k Or even like this: ForestCo Cold Stream==Enderby 26/08 ENGLEWOOD 140 - 10k Would you like to maintain 100 changing regexes?
regexes anymore. Performance metric: only exact match in all characters is valuable to the client. When confidence is low - ask a human. Human in the loop alerting on: 5% lines Accuracy achieved: 96% of lines match exactly on every character.
don’t know how to drive value - Open source software is only a part of the solution - Achieving business goals requires an entire production class ML application We do theoretical papers, practical software… but most of all we believe in executing on Business metrics.
teams of 5-15 developers, engineers, analysts and data scientists •2-day intensives include Tensorflow Training, Python Best Practices and Practical Machine Learning, and 1-day intensive Topic Modelling RNDr. Radim Řehůřek, Ph.D. Gordon Mohr, BA in CS & Econ industry-leading instructors for more information email [email protected]