Get More From Your Data with Data Analytics€¦ · systems with analytics powered functionality 3...
Transcript of Get More From Your Data with Data Analytics€¦ · systems with analytics powered functionality 3...
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1© 2015 The MathWorks, Inc.
Get More From Your Data
with Data Analytics
Guangyuan Yang
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𝜕𝑢
𝜕𝑡− 𝛼
𝜕2𝑢
𝜕𝑥2+𝜕2𝑢
𝜕𝑦2+𝜕2𝑢
𝜕𝑧2= 0
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Challenges to Gain Value from Data
Develop Predictive
ModelsAccess and Explore Data Process Data
Integrate Analytics with
Systems
More devices
More data
More often
Rapid data exploration
Development of
scalable algorithms
Ease of deployment
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Why MATLAB?
Develop embedded
systems with analytics
powered functionality
3
Enable Domain
Experts to be
Data Scientists
2
Analytics increasingly
require both business
and engineering data
1
Data Scientist
Embedded Systems
DATA
• Engineering, Scientific, and Field
• Business and Transactional
Business Systems
Develop analytics to run on both enterprise and
embedded platforms
4
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Why MATLAB?
Develop embedded
systems with analytics
powered functionality
3
Enable Domain
Experts to be
Data Scientists
2
Data Scientist
Smarter Embedded Systems
DATA
• Engineering, Scientific, and Field
• Business and Transactional
Business Systems
Develop analytics to run on both enterprise and
embedded platforms
4
Analytics increasingly
require both business
and engineering data
1
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Accessing Data
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Accessing Data
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rgb2gray
imfill
bwmorph
imfindcircles
Processing Signals and Images
cheby2
filter
rms
pwelch
periodogram
xcov
findpeaks
movmean
movstd
…
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Processing Data
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Processing Data
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Processing Data
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Why MATLAB?
Develop embedded
systems with analytics
powered functionality
3
Analytics increasingly
require both business
and engineering data
1
Data Scientist
Smarter Embedded Systems
DATA
• Engineering, Scientific, and Field
• Business and Transactional
Business Systems
Develop analytics to run on both enterprise and
embedded platforms
4
Enable Domain
Experts to be
Data Scientists
2
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Enabling Domain Experts to be Data Scientists
Symbolic
Computing
Neural
Networks
OptimizationSignal
Processing
Image
Processing
Control
Systems Financial
Modeling
Apps Language
Machine
LearningStatistics
“MATLAB has helped accelerate our R&D and deployment with its robust numerical algorithms, extensive visualization
and analytics tools, reliable optimization routines, support for object-oriented programming, and ability to run in the cloud
with our production Java applications.”Borislav Savkovic, BuildingIQ
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Apps - Classification Learner app
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Apps - Classification Learner app
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Apps - Classification Learner app
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Apps - Classification Learner app
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MATLAB Differentiators
Develop embedded
systems with analytics
powered functionality
3
Enable Domain
Experts to be
Data Scientists
2
Analytics increasingly
require both business
and engineering data
1
Data Scientist
Smarter Embedded Systems
DATA
• Engineering, Scientific, and Field
• Business and Transactional
Business Systems
Develop analytics to run on both enterprise and
embedded platforms
4