get more from your data with data analytics€¦ · systems with analytics powered functionality 3...

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

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Enable Domain

Experts to be

Data Scientists

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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

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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