Building Skynet

I KNOW WHAT YOU DID NEXT SUMMER

NOT JUST SCI-FI

Targeted adverts

VOLUNTEERS ?

As WE GROW UPWE GAIN EXPERIENCE

WE COPY OTHERS AS WE GROW UP TO LEARN WORDS

𝑃 𝐴 𝐵 =𝑃 𝐵 𝐴 𝑃 𝐴

𝑃(𝐵)

NHS CHOICES

TAKE CLASSIFIED DATA

𝑃 𝑐𝑜𝑛𝑡𝑎𝑖𝑛𝑠 "viagra" 𝑖𝑠 𝑠𝑝𝑎𝑚 𝑃(𝑖𝑠 𝑠𝑝𝑎𝑚)

𝑃(𝑐𝑜𝑛𝑡𝑎𝑖𝑛𝑠 "viagra")

𝑃 𝑖𝑠 𝑠𝑝𝑎𝑚 𝑐𝑜𝑛𝑡𝑎𝑖𝑛𝑠 "𝑣𝑖𝑎𝑔𝑟𝑎" =

| = Given that

Example

Example

PRODUCTION?

SAVE TIME AND MAKE LIFE EASIER

M A M L

CLASSIFIERS

Get data in right format

Train model

Using trained data to make guesses

Adding input point

Adding output points

Calling our web service

CAN I USE ML?

DO I HAVE DATA?

But what about application size?

USER EXPERIENCE