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© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon ...
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon ...
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon ...
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon ...
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon ...
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon ...
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon ...
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon ...
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
Uses AWS to De...
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon ...
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon ...
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon ...
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon ...
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Improve Education Outcomes Through AI & ML

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Improve student outcomes by enabling adaptive learning, recommendation and personalization engines, content search / discovery / publishing, content translation / localization, content moderation, and natural language processing.

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Improve Education Outcomes Through AI & ML

  1. 1. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Trademark AWS | Improve Education Outcomes Sachin Punyani Solutions Architect
  2. 2. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Trademark Our mission at AWS Put machine learning in the hands of every developer
  3. 3. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Trademark ML FR A ME WOR KS & I NFR A S T R UCT UR E A I S E R V I CE S R E K O G N I T I O N I M A G E P O L L Y T R A N S C R I B E T R A N S L A T E C O M P R E H E N D & C O M P R E H E N D M E D I C A L L E XR E K O G N I T I O N V I D E O V is io n S p eech C h atb o ts A M A Z O N S A G E M A K E R B U I L D T R A I N F O R E C A S TT E X T R A C T P E R S O N A L I Z E D E P L O Y P re- b u ilt alg o rith m s & n o teb o o k s D a ta l a b e l in g (G R O U N D T R U T H ) O n e- click m o d el train in g & tu n in g O p tim iz a tio n (N E O ) O n e- click d ep lo ym en t & h o s tin g ML S E R V I CE S F r a me wor k s I nt e r f a c e s I nf r a s t r u c t u r e E C 2 P 3 & P 3 d n E C 2 C 5 & C 5 n F P G A s G R E E N G R A S S F r e e R T O S E L A S T I C I N F E R E N C E R e in f o rc e m e n t l e a rn in gA l g o rit h m s & m o d e l s ( A W S M A R K E T P L A C E F O R M A C H I N E L E A R N I N G ) L an g u ag e F o recas tin g R eco m m en d atio n s New New New New New New New New New
  4. 4. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Trademark ML FR A ME WOR KS & I NFR A S T R UCT UR E A I S E R V I CE S R E K O G N I T I O N I M A G E P O L L Y T R A N S C R I B E T R A N S L A T E C O M P R E H E N D & C O M P R E H E N D M E D I C A L L E XR E K O G N I T I O N V I D E O V is io n S p eech C h atb o ts A M A Z O N S A G E M A K E R B U I L D T R A I N F O R E C A S TT E X T R A C T P E R S O N A L I Z E D E P L O Y P re- b u ilt alg o rith m s & n o teb o o k s D a ta l a b e l in g (G R O U N D T R U T H ) O n e- click m o d el train in g & tu n in g O p tim iz a tio n (N E O ) O n e- click d ep lo ym en t & h o s tin g ML S E R V I CE S F r a me wor k s I nt e r f a c e s I nf r a s t r u c t u r e E C 2 P 3 & P 3 d n E C 2 C 5 & C 5 n F P G A s G R E E N G R A S S F r e e R T O S E L A S T I C I N F E R E N C E R e in f o rc e m e n t l e a rn in gA l g o rit h m s & m o d e l s ( A W S M A R K E T P L A C E F O R M A C H I N E L E A R N I N G ) L an g u ag e F o recas tin g R eco m m en d atio n s New New New New New New New New New
  5. 5. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Trademark Improving Student Outcomes Ivy Tech - ~170,000 Students Annually Generate over 100,000,000 rows of data per day about student and faculty interactions Predictive model > 80% accuracy to predict student failure within the first 2 weeks of a 16 week course
  6. 6. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Trademark ML FR A ME WOR KS & I NFR A S T R UCT UR E A I S E R V I CE S R E K O G N I T I O N I M A G E P O L L Y T R A N S C R I B E T R A N S L A T E C O M P R E H E N D & C O M P R E H E N D M E D I C A L L E XR E K O G N I T I O N V I D E O V is io n S p eech C h atb o ts A M A Z O N S A G E M A K E R B U I L D T R A I N F O R E C A S TT E X T R A C T P E R S O N A L I Z E D E P L O Y P re- b u ilt alg o rith m s & n o teb o o k s D a ta l a b e l in g (G R O U N D T R U T H ) O n e- click m o d el train in g & tu n in g O p tim iz a tio n (N E O ) O n e- click d ep lo ym en t & h o s tin g ML S E R V I CE S F r a me wor k s I nt e r f a c e s I nf r a s t r u c t u r e E C 2 P 3 & P 3 d n E C 2 C 5 F P G A s G R E E N G R A S S F r e e R T O S E L A S T I C I N F E R E N C E R e in f o rc e m e n t l e a rn in gA l g o rit h m s & m o d e l s ( A W S M A R K E T P L A C E F O R M A C H I N E L E A R N I N G ) L an g u ag e F o recas tin g R eco m m en d atio n s New New New New New New New New New
  7. 7. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Trademark Recommend New Test Date Amazon SageMaker to generate and analyze many millions of calendars and created an August date and it proved so popular that there weren't enough seats the first year. In our nearly 100 years of doing the SAT, we had never considered August.
  8. 8. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Trademark ML FR A ME WOR KS & I NFR A S T R UCT UR E A I S E R V I CE S R E K O G N I T I O N I M A G E P O L L Y T R A N S C R I B E T R A N S L A T E C O M P R E H E N D & C O M P R E H E N D M E D I C A L L E XR E K O G N I T I O N V I D E O V is io n S p eech C h atb o ts A M A Z O N S A G E M A K E R B U I L D T R A I N F O R E C A S TT E X T R A C T P E R S O N A L I Z E D E P L O Y P re- b u ilt alg o rith m s & n o teb o o k s D a ta l a b e l in g (G R O U N D T R U T H ) O n e- click m o d el train in g & tu n in g O p tim iz a tio n (N E O ) O n e- click d ep lo ym en t & h o s tin g ML S E R V I CE S F r a me wor k s I nt e r f a c e s I nf r a s t r u c t u r e E C 2 P 3 & P 3 d n E C 2 C 5 F P G A s G R E E N G R A S S F r e e R T O S E L A S T I C I N F E R E N C E R e in f o rc e m e n t l e a rn in gA l g o rit h m s & m o d e l s ( A W S M A R K E T P L A C E F O R M A C H I N E L E A R N I N G ) L an g u ag e F o recas tin g R eco m m en d atio n s New New New New New New New New New
  9. 9. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Uses AWS to Deliver Cutting- Edge Content to 15 Million Students Launched a product in India that takes advantage of the Amazon Alexa intelligent personal assistant to deliver audio-based educational content on the Amazon Echo device.
  10. 10. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Trademark 2 Million students globally engage with course video Automated speech recognition Students focus on class time rather than notetaking using Amazon Transcribe
  11. 11. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Trademark Practical education on ML for new & experienced practitioners Based on the same material used to train Amazon developers A variety of learning paths from Developer to Data Scientist https://aws.amazon.com/training/course-descriptions/machine-learning/ https://aws.amazon.com/training/course-descriptions/deep-learning/ ML Training AWS Machine Learning University
  12. 12. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Trademark ML Solutions Lab Brainstorming Custom modeling Training Work side-by-side with Amazon experts https://aws.amazon.com/ml-solutions-lab/ How we can help…
  13. 13. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Trademark punyani@amazon.com ml.aws

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