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Customizable APIs – Episode 2:
Enhanced NLP APIs with Watson Knowledge
Studio
#BuildingWithWatso
n
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
© 2015 International Business Machines Corporation
#BuildingWithWatso
n
Our Experts:
© 2015 International Business Machines Corporation
Tanmay Sinha, Offering Management,
IBM Watson
Josh Elliot, Software Engineer,
AlchemyLanguage
#BuildingWithWatso
n
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
© 2015 International Business Machines Corporation
Introducing IBM Watson Knowledge Studio
5
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.
Challenges with domain adaptation
6
Expensive
Process of training machines to extract
information from new domain is
fragmented making it expensive
Isolated
Isolated development environments make
it challenging for domain experts &
developers to work together
Complex
Ambiguous nature of natural language
makes it complex for people to program
machines
Collaborative
SMEs work together to infuse domain
knowledge in cognitive applications
Intuitive
Use a guided experience to teach
Watson nuances of natural language
without writing a single line of code
Cost Effective
Create and deploy domain knowledge
infused annotators faster than ever
before using an integrated development
environment
#BuildingWithWatso
n
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.
7
© 2015 International Business Machines Corporation
© 2015 International Business Machines Corporation
Watson Knowledge Studio + AlchemyLanguage:
Custom Real-time NLP on cloud!
10
• 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)
#BuildingWithWatso
n
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
11
#BuildingWithWatso
n
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/C139511C08FED
Link is also located in the Resources widget in the webinar console.
© 2015 International Business Machines Corporation
#BuildingWithWatso
n
Are you ready to get started?
• AlchemyLanguage:
- http://www.ibm.com/watson/developercloud/alc
hemy-language.html
• Watson Knowledge Studio:
- https://ibm.biz/watsonknowledge
Join our Slack channel for more discussion
immediately following the webinar
© 2015 International Business Machines Corporation
#BuildingWithWatso
n
© 2015 International Business Machines Corporation
Q&A
#BuildingWithWatso
n© 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
#BuildingWithWatso
n© 2015 International Business Machines Corporation
Thank you for attending!
Contact us
Phone: 1-877-253-0308
Email: wdc-dev@bg.vnet.ibm.com
Online: Watson Developer Cloud

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Enhanced NLP APIs with Watson Knowledge Studio: Building with Watson

  • 1. Customizable APIs – Episode 2: Enhanced NLP APIs with Watson Knowledge Studio
  • 2. #BuildingWithWatso n 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 © 2015 International Business Machines Corporation
  • 3. #BuildingWithWatso n Our Experts: © 2015 International Business Machines Corporation Tanmay Sinha, Offering Management, IBM Watson Josh Elliot, Software Engineer, AlchemyLanguage
  • 4. #BuildingWithWatso n 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 © 2015 International Business Machines Corporation
  • 5. Introducing IBM Watson Knowledge Studio 5 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.
  • 6. Challenges with domain adaptation 6 Expensive Process of training machines to extract information from new domain is fragmented making it expensive Isolated Isolated development environments make it challenging for domain experts & developers to work together Complex Ambiguous nature of natural language makes it complex for people to program machines Collaborative SMEs work together to infuse domain knowledge in cognitive applications Intuitive Use a guided experience to teach Watson nuances of natural language without writing a single line of code Cost Effective Create and deploy domain knowledge infused annotators faster than ever before using an integrated development environment
  • 7. #BuildingWithWatso n 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. 7
  • 8. © 2015 International Business Machines Corporation
  • 9. © 2015 International Business Machines Corporation
  • 10. Watson Knowledge Studio + AlchemyLanguage: Custom Real-time NLP on cloud! 10 • 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)
  • 11. #BuildingWithWatso n 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 11
  • 12. #BuildingWithWatso n 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/C139511C08FED Link is also located in the Resources widget in the webinar console. © 2015 International Business Machines Corporation
  • 13. #BuildingWithWatso n Are you ready to get started? • AlchemyLanguage: - http://www.ibm.com/watson/developercloud/alc hemy-language.html • Watson Knowledge Studio: - https://ibm.biz/watsonknowledge Join our Slack channel for more discussion immediately following the webinar © 2015 International Business Machines Corporation
  • 14. #BuildingWithWatso n © 2015 International Business Machines Corporation Q&A
  • 15. #BuildingWithWatso n© 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
  • 16. #BuildingWithWatso n© 2015 International Business Machines Corporation Thank you for attending! Contact us Phone: 1-877-253-0308 Email: wdc-dev@bg.vnet.ibm.com Online: Watson Developer Cloud

Hinweis der Redaktion

  1. To summarize – here is how WKS help its users address their challenges with domain adaptation