milo davies - sas

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The Renaissance of Artificial Intelligence Milo Davies

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Page 1: Milo Davies - SAS

The Renaissance of Artificial Intelligence Milo Davies

Page 2: Milo Davies - SAS
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Input 1

Input 2

Input 3

Input 4

Output

Input Layer Output LayerHidden Layer(s)

Basic Neural Network Architecture

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Spend

Products Held

Life Stage

Duration

Churn Flag

Input Layer Output LayerHidden Layer(s)

Error

Back Propagation

Basic Neural Network Architecture

Page 9: Milo Davies - SAS

Input Layer Output LayerHidden Layer(s)

Error

Back Propagation

Basic Neural Network Architecture

Spend

Products Held

Life Stage

Duration

Churn Flag

Page 10: Milo Davies - SAS

Input Layer Output LayerHidden Layer(s)

Error

Back Propagation

Basic Neural Network Architecture

Spend

Products Held

Life Stage

Duration

Churn Flag

Page 11: Milo Davies - SAS

Input Layer Output LayerHidden Layer(s)

Errors

Back Propagation Iterations

Basic Neural Network Architecture

Spend

Products Held

Life Stage

Duration

Churn Flag

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How a Deep Learning Neural Network Sees

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Humans fail to detect 7% of cancers, and have 66% false positives.

Deep neural network detects ALL cancers with 47% false positives.

Deep neural network can analyse 60,000 scans in time it takes a human to analyse 1

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What Next?

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What Next?

Machine Learning

Deep Learning

Cognitive Computing

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