what we talk about when we talk about artificial intelligence · 2018-10-04 · and understand the...
TRANSCRIPT
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WHAT WE TALK ABOUT
WHEN WE TALK ABOUT
ARTIFICIAL INTELLIGENCE
Claudio Broggio - Innovation Manager SAS
CWIN 18 - Milan, 25th September 2018
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83KInstallations
worldwide
26%of revenue
re-invested in
R&D
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WHAT WE TALK ABOUT WHEN WE TALK ABOUT INTELLIGENCE
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HOW COMPUTER VISION WORKS
Computer vision is a field of artificial intelligence that trains computers to interpret
and understand the visual world. Using digital images from cameras and videos and deep learning models, machines can accurately identify and classify
objects — and then react to what they “see.”
AcquiringImages, even large sets, can be acquired in real-time through
video, photos or 3D technology for analysis.
ProcessingDeep learning models, trained by thousands of labeled or pre-
identified images, automate the process.
UnderstandingThe final step is the interpretative step, where an
object is identified or classified.
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EDGE ANALYTICS & EVENT STREAM PROCESSING
Analyze high-velocity big data while it’s still in motion
– before it is stored – so you can take immediate action on what's relevant, and ignore what isn't.
EDGE DATA CENTER
EVENTSTREAM PROC.
SENSOR DATA
Data Management& Pattern Detection
EVENTSTREAM PROC.
Pattern Detection
V isualization of Data Streaming
Pattern Discovery
PLATFORM
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MACHINE LEARNING & DEEP LEARNING
Deep learning is a type of machine learning
that trains a computer to perform human-like tasks, such as recognizing speech, identifying
images or making predictions. Instead of organizing data to run through predefined equations, deep learning trains the computer
to learn on its own by recognizing patterns using many layers of processing.
Machine learning is a method of data analysis
that automates analytical model building. It is based on the idea that systems can learn
from data, identify patterns and make decisions with minimal human intervention.
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DEFECT DETECTION AND NEURAL NETWORKS
Classification by
means of deep
learning
In manufacturing, computer vision identifies product defects in real time.
As the products come off the production line, a computer processes images or videos,
and flags dozens of different types of defects — even on the smallest of products.
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WORK SAFETY
&MACHINE
LEARNING
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HOW DOES SAS IMPLEMENT AI?
SUPPORTING
TECHNOLOGIES
Data Management Visualization Decision Support Deployment
CORE
CAPABILITIES
Machine Learning Natural LanguageForecasting and
OptimizationComputer Vision
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TRAINING &SEMINARS
START-UP ACCELERATORS
SASHACKATHON
BOOTCAMPSANDBOX
SASUNIFYING
PLATFORMEDGE
ANALYTICS
ARTIFICIALINTELLIGENCE
MACHINE LEARNING
DATAFUSION
AWARENESS RAISING LINE1
TECH ENABLEMENT WAY2
CO-CREATION TRACK3
INNOVATION & DATA
STORMING
PEOPLEANALYTICS
COMPETENCECENTER
AI ACCELERATION
PROGRAM
CLIENT
sas.com
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THANKS!Claudio BroggioInnovation Team
www.linkedin.com/in/claudiobroggio/
@ClaudioBroggio