The document discusses cognitive APIs and machine learning APIs. It notes that cognitive APIs can be pre-trained, allow users to train their own models, and use active learning. The document emphasizes that cognitive APIs are easy to use, requiring only a single HTTP call, but that developers still need to design and build the intelligent parts of their applications. It also states that enabling APIs for applications' backends is more important than ever.

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BUILDING SMARTER APPs
WITH COGNITIVE APIs
PAVEL VELLER CTO, Digital Engagement @ EPAM Systems
@pveller

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COGNITIVE APIs MACHINE LEARNING APIs
PRE-TRAINED
TRAIN YOUR OWN
ACTIVE LEARNING

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EQUALLY EASY TO USE

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EQUALLY EASY TO USE

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EQUALLY EASY TO USE

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EQUALLY EASY TO USE

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DIFFERENT API DESIGN

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GOOGLE BUILT IT FOR EXTENSIBILITY

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© THEN ONE/WIRED

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INTENT DRIVEN DIALOGUE

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SMART AND NOT SO SMART RECOGNIZERS

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SMART AND NOT SO SMART RECOGNIZERS

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SMART AND NOT SO SMART RECOGNIZERS

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APIs EVERYWHERE
Azure
Search
Moltin
Commerce
LUIS
Bot
Framework
Recommendations

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GREETING

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CATEGORY LISTING

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CATEGORY LISTING

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CATEGORY LISTING

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EXPLORE

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EXPLORE

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TAKEAWAYS

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TAKEAWAYS
Cognitive APIs are extremely easy to use. Expect a single HTTP call.1

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TAKEAWAYS
Cognitive APIs are extremely easy to use. Expect a single HTTP call.1
The “smart” part of your app/service is still yours to design and build.2

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TAKEAWAYS
Cognitive APIs are extremely easy to use. Expect a single HTTP call.1
The “smart” part of your app/service is still yours to design and build.2
API enablement of your “backend” has never as important as it is now3

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TAKEAWAYS
Cognitive APIs are extremely easy to use. Expect a single HTTP call.1
The “smart” part of your app/service is still yours to design and build.2
API enablement of your “backend” has never been as important as it is now3
Smile3

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@pveller / www.pveller.com