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MACHINE LEARNING: TODAY AND TOMORROW Shaping Artificial Intelligence (and Psychology)

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MACHINE LEARNING: TODAY AND TOMORROW

Shaping Artificial Intelligence (and Psychology)

Machine Learning Overview Shaping Artificial Intelligence (and Psychology)Machine Learning in Action

What is

MACHINE LEARNING ?

ARNOLD VS HERMAN

Page 5: MACHINE LEARNING: TODAY AND TOMORROW Forum...Machine Learning is NOT new Machine Learning PROC DISCRIM(K-nearest-neighbor discriminant analysis) – James Goodnight, SAS founder and

What can we do?

• Be informed consumers• Educate as producers• Question our methodology• Think through scenarios• Automate

• Deployment• Testing• Recalibration• Monitoring

Machine Learning is NOT new

Machine Learning

PROC DISCRIM (K-nearest-neighbor discriminant analysis) – James Goodnight, SAS founder and CEO, 1979

Neural Networks and Statistical Models, SAS Institute, 1994

SAS Data Mining Primer CourseSAS Institute, 1998

Page 7: MACHINE LEARNING: TODAY AND TOMORROW Forum...Machine Learning is NOT new Machine Learning PROC DISCRIM(K-nearest-neighbor discriminant analysis) – James Goodnight, SAS founder and

Data Computing Power Algorithms

SAS For Machine Learning• Handle data of any size or complexity• Leverage advances in computing technology• Vast library of machine learning methods with open source integration• Deploy and monitor models

Page 8: MACHINE LEARNING: TODAY AND TOMORROW Forum...Machine Learning is NOT new Machine Learning PROC DISCRIM(K-nearest-neighbor discriminant analysis) – James Goodnight, SAS founder and

Social media and supply chain mean big data opportunities

Nestle has a global approach to analytics with SAS

Page 9: MACHINE LEARNING: TODAY AND TOMORROW Forum...Machine Learning is NOT new Machine Learning PROC DISCRIM(K-nearest-neighbor discriminant analysis) – James Goodnight, SAS founder and

Using sensor data to keep the world rocking

Barco uses SAS for predictive asset maintenance.

Page 10: MACHINE LEARNING: TODAY AND TOMORROW Forum...Machine Learning is NOT new Machine Learning PROC DISCRIM(K-nearest-neighbor discriminant analysis) – James Goodnight, SAS founder and

SAS® visual data mining and machine Learning

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