AWS | Artificial Intelligence

Put machine learning in the hands of every developer

Build, train, and deploy machine learning models fast

ML SERVICES Data labeling | Pre-built algorithms & notebooks | One-click training and deployment

Flexibility & choice, highest-performing infrastructure ML FRAMEWORKS & INFRASTRUCTURE Support for ML frameworks | Compute options purpose-built for ML

A I SERVICES

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A M A Z O N S AGEMAKER

ML SERVICES BUILD TRAIN DEPLOY Pre-built algorithms & notebooks One-click model training & tuning One-click deployment & hosting

Data labeling (GROUND TRUTH) Optimization (NEO)

Algorithms & models (AWS MARKETPLACE Reinforcement learning FOR MACHINE LEARNING)

F r a m e w o r k s I n t e r f a c e s Infrastructure

ML FRAMEWORKS & INFRASTRUCTURE E C 2 P 3 E C 2 C 5 F P G A s GREENGRASS ELASTIC & P 3 N INFERENCE

A I SERVICES

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Deep learning - b a s e d i m a g e a n d v i d e o a n a l y s i s

Object, Scene & Facial Facial Analysis Person Tracking Activity Recognition Recognition

Unsafe Content Celebrity Text in Images Detection Recognition

Automatic document processing without data entry, or writing rules

12-12-1234 [email protected] Presley Elvis 901 555-0187 3765 Elvis Presley Blvd. TCB Limited

Graceland, Memphis TN 38116

OCR++ N a m e Presley, Elvis Aaron

A d d r e s s Graceland, Memphis, TN

Id 12-12-1234

C o m p a n y TCB Limited

T u r n t e x t into lifelike s p e e c h using deep learning

Wide Selection of Synchronize Fine-grained Unlimited Replay Voices and Languages Speech Control

Automatic conversion of s p e e c h into accurate, grammatically correct t e x t

Multiple Intelligent punctuation Timestamp languages and formatting generation

Support for Recognize multiple Custom telephony audio speakers vocabulary

Discover insights and relationships i n t e x t

Entities

Key Phrases

Amazon Comprehend Language

Sentiment

Conversational interfaces for your applications powered by the same deep learning technologies as Alexa

Integrated Trigger Multi-step One-click Enterprise Fully development in the Lambda conversations deployment connectors managed AWS console functions

FORECAST The perils of poor predictions in forecasting SALES

TIME

Accurate time-series forecasting service, based on the same technology used at Amazon.com

Any historical Integrates with SAP and Integrates with Custom forecasts 50% more 1/10th time-series Oracle Supply Chain Amazon Timestream with 3 clicks accurate the cost

Retail demand Travel demand AWS usage Generate forecasts for: Revenue forecasts Web traffic Advertising demand

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Music Film recommendation recommendation No master algorithm Tracks, artists, albums Actors, directors, genres for personalization and recommendation Product Article recommendation recommendation Pricing, category, offers Themes, geography, breaking news

Real-time personalization and recommendation service, based on the same technology used at Amazon.com

Activity stream from app Views, signups, conversion, etc. Amazon Personalize Inventory Articles, products, videos, etc. LOAD DATA INSPECT SELECT TRAIN HOST CREATE Customized (EMR Cluster) DATA ALGORITHMS MODELS MODELS REAL-TIME personalization & CACHES Demographics recommendation API (optional) IDENTIFY SELECT OPTIMIZE BUILD FEATURE Age, location, etc. FEATURES HYPERPARAMETERS MODELS STORE

F u l l y m a n a g e d b y A m a z o n Personalize

A I SERVICES

REKOGNITION REKOGNITION TEXTRACT POLLY TRANSCRIBE TRANSLATE COMPREHEND LEX FORECAST PERSONALIZE IMAGE VIDEO

A M A Z O N S AGEMAKER

ML SERVICES BUILD TRAIN DEPLOY Pre-built algorithms & notebooks One-click model training & tuning One-click deployment & hosting

Data labeling (GROUND TRUTH) Optimization (NEO)

Algorithms & models (AWS MARKETPLACE Reinforcement learning FOR MACHINE LEARNING)

F r a m e w o r k s I n t e r f a c e s Infrastructure

ML FRAMEWORKS & INFRASTRUCTURE E C 2 P 3 E C 2 C 5 F P G A s GREENGRASS ELASTIC & P 3 N INFERENCE

1 2 3 BUILD TRAIN DEPLOY

Fast & accurate Built-in, high One-click Model One-click Fully managed data labeling performance training and optimization deployment hosting with algorithms & tuning auto-scaling and notebooks elastic inference

ML FRAMEWORKS & INFRASTRUCTURE E C 2 P 3 E C 2 C 5 F P G A s GREENGRASS ELASTIC & P 3 N INFERENCE

Add GPU acceleration to any Amazon EC2 instance for faster inference at much lower cost (up to 75% savings)

Starting at Up to 1 TFLOPS 32 TFLOPS Provision Elastic Simple speech and Recommendation engines Any instance Inference capacity language models or fraud detection models family inside VPC

ResNet-50 360,000 $0.22 75% Computer vision images per hour, per hour lower cost deep learning model inference on medium EI accelerator

LOWEST COST AVAILABLE

10,000+ of TensorFlow projects in the cloud 85% run on AWS customers have used machine learning on AWS AWS holds the top spots on Stanford’s deep learning benchmark, DAWN, for fastest training time, lowest cost, lowest inference latency

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