the future of ai - idc herzelia

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

IDC - Herzelia

January 2018

The future of AIBoaz Ziniman – Technical Evangelist, AWS

@ziniman

boaz.ziniman.aws

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

The difficulty comes in writing software that will make sense

of the data

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

Artificial Intelligence

A system or service which can perform tasks that usually require human intelligence

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

Artificial Intelligence at Amazon

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

25,000 skills

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

And a few more examples…

Fraud detection Detecting fraudulent transactions, filtering spam emails, flagging suspicious reviews, …

Personalization Recommending content, predictive content loading, improving user experience, …

Targeted marketing Matching customers and offers, choosing marketing campaigns, cross-selling and up-selling, …

Content classification Categorizing documents, matching hiring managers and resumes, …

Churn prediction Finding customers who are likely to stop using the service, free-tier upgrade targeting, …

Customer support Predictive routing of customer emails, social media listening, …

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

Machine Learning On AWS Today

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

VI S I ON LANGUAGE

A P P L I C A T I O N S E R V I C E S

Amazon Rekognition Image Amazon Polly Amazon Lex

Amazon Rekognition Video Amazon Transcribe Amazon Translate Amazon ComprehendNEW NEWNEWNEW

Amazon AI EcosystemU

SABI

LITY

&

SIM

PLIC

ITY

CON

TRO

L

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

Can We Help CustomersPut Intelligence At The Heart Of Every Application & Business?

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

VI S I ON LANGUAGE

A P P L I C A T I O N S E R V I C E S

Amazon Rekognition Image Amazon Polly Amazon Lex

Amazon Rekognition Video Amazon Transcribe Amazon Translate Amazon ComprehendNEW NEWNEWNEW

Amazon AI Ecosystem

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

Smiling?

Facial Analysis

(Deep) Learning from a Masterpiecehttp://bit.ly/MonaLisaAI

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

Celebrity Recognition

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

R e a l - t i m e a n d b a t c h v i d e o a n a l y t i c sGeneral ly avai lable today

NEW! Amazon Rekognition Video

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

AMAZON REKOGNITION VIDEO

A M A Z O N R E K O G N I T I O N V I D E O

Video in. People, activities, and details out.

Objects and scenes

Facial analysis and recognition

Inappropriate content detection

Celebrity recognition

Person tracking

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

Amazon Polly

“Today in Seattle, WA it’s 11°F”

“Today in Seattle Washington it’s 11 degrees Fahrenheit”

Amazon Polly: Text In, Life-like Speech Out

52 voices across 25 languages

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

A Focus On Voice Quality & Pronunciation

1. Automatic, Accurate Text Processing• “Today in Seattle, WA, it’s 11°F”

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

A Focus On Voice Quality & Pronunciation

1. Automatic, Accurate Text Processing2. Intelligible and Easy to Understand

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

A Focus On Voice Quality & Pronunciation

1. Automatic, Accurate Text Processing2. Intelligible and Easy to Understand3. Add Semantic Meaning to Text

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

https://www.w3.org/TR/speech-synthesis/

<speak>The spelling of my name is

<prosody rate='x-slow'><say-as interpret-as="characters">Boaz</say-as>

</prosody></speak>

A Focus On Voice Quality & Pronunciation

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

Voice Modification: Vocal Tract Length

<speak>This is Brian without any voice modifications.<amazon:effect vocal-tract-length="+15%"> Imagine now that I got bigger… </amazon:effect> <amazon:effect vocal-tract-length="+25%"> Suppose that I got even bigger still… </amazon:effect>Now let's go back and hear the effect when I go in the opposite direction.<amazon:effect vocal-tract-length="-15%"> Can you tell that I'm getting smaller? </amazon:effect> <amazon:effect

vocal-tract-length="-25%"> Now I'm even smaller than before. </amazon:effect> </speak>

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

Navigation

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

AI Radio Announcer

• FM Wakayama: Japanese radio station

• Amazon Polly Japanese voices are used for

regularly scheduled broadcasts throughout

the week

• Emergency broadcast during 12/09 Typhoon

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

A u t o m a t i c s p e e c h r e c o g n i t i o n

Avai lable in preview today

NEW!A m a z o n T r a n s c r i b e

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

A u t o m a t i c a l l y t r a n s l a t e s t e x t b e t w e e n l a n g u a g e s

Avai lable in preview today

A m a z o n T r a n s l a t e

NEW!

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

Buy what does all this text mean?

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

F u l l y m a n a g e d n a t u r a l l a n g u a g e p r o c e s s i n g

General ly avai lable today

NEW!A m a z o n C o m p r e h e n d

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

STORM

WORLD SERIES

STOCK MARKET

WASHINGTON

LIBRARY OFNEWS ARTICLES

Amazon Comprehend

Discover valuable insights from text

Amazon Comprehend

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

End to end language solutions

Person Speaks in English

Transcribe voice to text in English

Translate text to Spanish

Speak in Spanish

Amazon Transcribe Amazon Translate Amazon Polly

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

DEMO

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

The difficulty comes in writing software that will make sense

of the data

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

Thank you!@ziniman

boaz.ziniman.aws