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The Renaissance of Artificial Intelligence Milo Davies

Milo Davies

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The Renaissance of Artificial Intelligence Milo Davies

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Basic Neural Network Architecture

Spend

Products Held

Life Stage

Duration

Churn Flag

Input Layer Output LayerHidden Layer(s)

Error

Back Propagation

Basic Neural Network Architecture

Input Layer Output LayerHidden Layer(s)

Error

Back Propagation

Basic Neural Network Architecture

Spend

Products Held

Life Stage

Duration

Churn Flag

Input Layer Output LayerHidden Layer(s)

Error

Back Propagation

Basic Neural Network Architecture

Spend

Products Held

Life Stage

Duration

Churn Flag

Input Layer Output LayerHidden Layer(s)

Errors

Back Propagation Iterations

Basic Neural Network Architecture

Spend

Products Held

Life Stage

Duration

Churn Flag

How a Deep Learning Neural Network Sees

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

What Next?

What Next?

Machine Learning

Deep Learning

Cognitive Computing