the natural evolution: artificial intelligence to cognitive computing [presentation]
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The Natural Evolution: Artificial Intelligence to Cognitive ComputingWayne Thompson, SAS Data Science Technologies
@Thompson_Wayne (Twitter)
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Wildlife Conservation
Provide non-invasive monitoring of
endangered species
Image Recognition
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Artificial Intelligence (AI) is the science of training computers to perform tasks that typically require human intelligence to complete.
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Past to Present1950s 1980s 2010’s Present
Evolution
Classical
Modern
Artificial Intelligence
Machine Learning
Cognitive Computing
Deep Learning
Neural Network
Natural LanguageProcessing
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Strategic AI Applications
Communications
Conversational Chat Bots
Contextual Marketing
Network Analytics
Fraud Detection
Credit Analysis
Automated Financial Advisors
Banking
Smart Cities
Sensor Fusion
Facial Recognition
Government
Predictive Diagnostics
Biomedical Imaging
Health Monitor
Heath and Life Sciences
Supply Chain Optimization
Automated Defect Detection
Energy Forecasting
Manufacturing and Energy
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Scalable and Open
MPP & GPU processingPython, Java, CASL and REST
Deep forward networks Auto encodersConvolutional networks Recurrent networks
Deep Learning
Speech to Text Natural language interactionNatural language generation Computer Vision
Cognitive Computing
N E WM E T H O D S
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Performance Assessment
Extract real-time insights during games
Object Detection
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Conversational Assistants
Insight Generation
Processing
Integration
Voice/Text
Data
Learning
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A Tactical Approach to AI
Machine Learning Natural Language Processing
Deep Learning Natural Language Understanding
Pattern Recognition ● Prediction ● Classification ● Image Recognition ● Speech to Text ●Cognitive Search ● Natural Language Interaction ● Natural Language Generation
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ImprovePatient Care
Assemble end-to-end solution for image-
based problems
Image Processing
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EnergyForecasting
Use short and long-term variability to improve accuracy
Deep Learning
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Manufacturing Optimization
Identify defects during production
Pattern Recognition
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A Tactical Approach to AI
Machine Learning Natural Language Processing
Deep Learning Natural Language Understanding
Pattern Recognition ● Prediction ● Classification ● Image Recognition ● Speech to Text ●Cognitive Search ● Natural Language Interaction ● Natural Language Generation
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We provide elements and capabilities
for people that aspire to build an AI system.
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These AI elements are being embedded in the SAS platform.
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Change the World
Advancing analytics by embedding AI in the
SAS Platform
Apply analytics to data
The SAS Platform
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What’s your
vision?