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Inteligencia Artificial: Cambio de era

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Inteligencia Artificial: Cambio de era

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Presentación a cargo de Miguel Rojo, de Amazon Web Services, en el 33er Encuentro de la Economía Digital y las Telecomunicaciones organizado por AMETIC y Santander Empresas en colaboración con la UIMP

Presentación a cargo de Miguel Rojo, de Amazon Web Services, en el 33er Encuentro de la Economía Digital y las Telecomunicaciones organizado por AMETIC y Santander Empresas en colaboración con la UIMP

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Inteligencia Artificial: Cambio de era

  1. 1. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Miguel Rojo Rossi Head of Solutions Architecture Iberia & Israel - Public Sector @miguelrojorossi Construyendo la organización del futuro mediante IA y Machine Learning
  2. 2. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Retail Demand Forecasting Vendor Lead Time Prediction Pricing Packaging Substitute Prediction Customers Recommendation Product Search Product Ads Shopping Advice Customer Problem Detection Catalogue Browse-Node Classification Meta-data Validation Review Analysis Product Matching Text In-Book Search Named-entity Extraction Summarization/Xray Plagiarism Detection Seller Fraud Detection Predicitve Help Seller Search & Crawling Images Visual Search Product Image Enhancement Brand Tracking Machine Learning at Amazon.com
  3. 3. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Alexa, Hello!
  4. 4. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  5. 5. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  6. 6. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  7. 7. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  8. 8. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  9. 9. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  10. 10. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  11. 11. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Caffe implementation of image classification Trained on P2 instances but running on edge (FC)
  12. 12. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  13. 13. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Our mission at AWS Put machine learning in the hands of every developer
  14. 14. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. 10,000+ customers | 2x the customer references | 85% of TensorFlow projects in the cloud happen on AWS
  15. 15. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. FRAMEWORKS INTERFACES INFRASTRUCTURE AI Services Broadest and deepest set of capabilities T H E A W S M L S T A C K VISION SPEECH LANGUAGE CHATBOTS FORECASTING RECOMMENDATIONS ML Services ML Frameworks + Infrastructure 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 X F O R E C A S TR E K O G N I T I O N I M A G E R E K O G N I T I O N V I D E O T E X T R A C T P E R S O N A L I Z E Ground Truth Notebooks Algorithms + Marketplace Reinforcement Learning Training Optimization Deployment HostingAmazon SageMaker F P G A SE C 2 P 3 & P 3 D N E C 2 G 4 E C 2 C 5 I N F E R E N T I AG R E E N G R A S S E L A S T I C I N F E R E N C E D L C O N T A I N E R S & A M I s E L A S T I C K U B E R N E T E S S E R V I C E E L A S T I C C O N T A I N E R S E R V I C E
  16. 16. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. FRAMEWORKS INTERFACES INFRASTRUCTURE AI Services Broadest and deepest set of capabilities T H E A W S M L S T A C K VISION SPEECH LANGUAGE CHATBOTS FORECASTING RECOMMENDATIONS ML Services ML Frameworks + Infrastructure 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 X F O R E C A S TR E K O G N I T I O N I M A G E R E K O G N I T I O N V I D E O T E X T R A C T P E R S O N A L I Z E Ground Truth Notebooks Algorithms + Marketplace Reinforcement Learning Training Optimization Deployment HostingAmazon SageMaker F P G A SE C 2 P 3 & P 3 D N E C 2 G 4 E C 2 C 5 I N F E R E N T I AG R E E N G R A S S E L A S T I C I N F E R E N C E D L C O N T A I N E R S & A M I s E L A S T I C K U B E R N E T E S S E R V I C E E L A S T I C C O N T A I N E R S E R V I C E
  17. 17. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Vision: Amazon Rekognition Key Features Object & Scene Detection Image Moderation Facial Analysis Facial Comparison Facial Recognition Celebrity Recognition
  18. 18. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Amazon Machine Learning & Artificial Intelligence: Washington County Sheriff’s Office (Oregon) Improving Public Safety • More than 300,000 mugshots indexed within 2 days • Identification process went from days (and weeks) to seconds, greatly increasing the ability for law enforcement to act quickly • Within 1 week of going live, the application helped identify a suspect in a case that had no leads, leading to an arrest Previously nothing on the market allowed users to quickly search hundreds of thousands of images using a face in another image
  19. 19. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Object and Activity Detection Person Tracking Face Recognition Real-time Live Stream Content Moderation Celebrity Recognition Vision: Amazon Rekognition Video Video Analysis
  20. 20. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Amazon Polly “The temperature in Brussels is 15°C” “The temperature in Brussels is 15 degrees Celsius” Speech: Amazon Polly Key Features • 50 Voices • 24 Languages • Lip-Syncing & Text Highlighting • Fine-grained Voice Control • Custom Vocabularies Text In, Lifelike Speech Out
  21. 21. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Amazon Polly delivers incredibly lifelike voices which captivate and engage our readers. John Worsfold Solutions Implementation Manager, RNIB RNIB creates and distributes accessible information in the form of synthesized content • Largest library of audiobooks in the UK for nearly 2 million people with sight loss • Naturalness of generated speech is critical to captivate and engage readers • No restrictions on speech redistributions “ “ Royal National Institute of Blind People – Polly
  22. 22. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Language: Amazon Lex Conversational interfaces for your applications, powered by the same Natural Language Understanding (NLU) & Automatic Speech Recognition (ASR) models as Alexa Potential Use Cases Appointment Booking Customer Support Informational Services Access Enterprise Data Chatbots Voice Assistant
  23. 23. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. American Heart Association - Lex AHA built a voice interface using Amazon Lex to simplify the registration process. • Enables Heart Walk participants to use natural language to register for the event • Voice interaction eliminates the need to read text, and accelerates the registration process Nearly 300 Heart Walk fundraising events annually in the U.S., totaling nearly 1 million participants!
  24. 24. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. 😃 Sentiment Entities Languages Key phrases Topic modeling POWERED BY DEEP LEARNING Language: Amazon Comprehend Natural Language Processing
  25. 25. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ML.aws ¡Gracias!

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