enhanced nlp apis with watson knowledge studio: building with watson
TRANSCRIPT
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Customizable APIs – Episode 2: Enhanced NLP APIs with Watson Knowledge Studio
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#BuildingWithWatson
Housekeeping Items
• Webinar slides, live recording and Q&A will be emailed
• Ask questions at any time during the presentation - Use chat window on the webinar panel - We're on Twitter: @IBMWatson #BuildingWithWatson
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#BuildingWithWatson
Our Experts:
© 2015 International Business Machines Corporation
Tanmay Sinha, Offering Management, IBM Watson
Josh Elliot, Software Engineer, AlchemyLanguage
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#BuildingWithWatson
Our Goals
• In this series, we want to focus on the Watson services that allow you to customize functionality to better fit your use case and industry
• Today, we'll be showing you how AlchemyLanguage can call custom models created with Watson Knowledge Studio
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Introducing IBM Watson Knowledge Studio
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Watson Knowledge Studio is:•Intuitive: Use a guided experience to teach Watson nuances of natural language without writing a single line of code•Collaborative: SMEs work together to infuse domain knowledge in cognitive applications•Cost effective: Create and deploy domain knowledge infused annotators faster than ever before using an integrated development environment
IBM Watson Knowledge Studio is a cloud-based application that enables developers and domain experts to collaborate on the creation of custom annotator components that can be used to identify mentions and relations in unstructured text.
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Challenges with domain adaptation
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ExpensiveProcess of training machines to extract
information from new domain is fragmented making it expensive
IsolatedIsolated development environments make
it challenging for domain experts & developers to work together
ComplexAmbiguous nature of natural language
makes it complex for people to program machines
CollaborativeSMEs work together to infuse domain knowledge in cognitive applications
IntuitiveUse a guided experience to teach
Watson nuances of natural language without writing a single line of code
Cost EffectiveCreate and deploy domain knowledge
infused annotators faster than ever before using an integrated development
environment
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#BuildingWithWatson
Make makes Watson Knowledge Studio unique?• Provides an end-to-end solution for training and deployment of custom machine learning text annotator components.
• Enables training a custom machine learning annotator without writing any code.
• Lowers the level of expertise needed to train machine learning models.
• Only commercial offering in the market to support supervised training approach needed for high precision
• Reduces the time needed to train custom machine learning models by at least a factor of two.
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Watson Knowledge Studio + AlchemyLanguage: Custom Real-time NLP on cloud!
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• Deploy models directly from WKS to AlchemyLanguage on Bluemix
• Fully-customizable machine learning based runtime for real-time NLP use cases
• Cloud-based pay-go model• Ideal for business partners looking to build custom text analytics solutions on cloud
• Lower cost of entry• Note: Requires Advanced package of AlchemyLanguage on Watson Developer Cloud (available June 2016)
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#BuildingWithWatson
In Summary, Watson Knowledge Studio is …• Intuitive
• Keep track of performance statistics such as precision and recall for annotator components
• Import dictionaries and pre-annotated documents to accelerate the training process
• Collaborative• Work with other subject matter experts to teach Watson the linguistic nuances of an industry domain
• Leverage knowledge artifacts on IBM Analytics Exchange (Beta) to expedite the model training process
• Cost Effective• Iteratively improve performance over time of annotator components
• Ability to deploy text annotators directly to Watson Explorer and the Watson Developer Cloud
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#BuildingWithWatson
Want to learn more?• Join Tanmay on September 15th for an in-depth look at the Watson Knowledge Studio & infusing knowledge into cognitive apps.
http://event.on24.com/wcc/r/1243391/C139511C08FEDAF6BCD0DF7E1A8820A6
Link is also located in the Resources widget in the webinar
console.
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#BuildingWithWatson
Are you ready to get started?
• AlchemyLanguage:- http://www.ibm.com/watson/developercloud/alchemy-language.html
• Watson Knowledge Studio:- https://ibm.biz/watsonknowledge
Join our Slack channel for more discussion immediately following the
webinar
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#BuildingWithWatson
© 2015 International Business Machines Corporation
Q&A
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#BuildingWithWatson© 2015 International Business Machines Corporation
What’s next?• Look out for a follow up email with a copy of these
slides, a recording of the webinar, Q&A recap, and additional resources
• The series continues bi-weekly on Wednesdays @ 12pm ET / 9am PT• Training Watson Conversation to Detect User Intent - Wednesday, August 24• New Tools for Easy Dialog Scripting - Wednesday, September 7• Application Starter Kits for Developers - Wednesday, September 21
Special sequel Watson Knowledge Studio session • Infuse Knowledge into Cognitive Apps Faster Than Ever Before –
Thursday, September 15 @ 1pm ET
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#BuildingWithWatson© 2015 International Business Machines Corporation
Thank you for attending!
Contact usPhone: 1-877-253-0308
Email: [email protected]: Watson Developer Cloud