IoTMeetupGuildford#6: Machine Intelligence For the IoT - Laure Andrieux - Aiseedo

Machine Intelligence For the IoT

IOT.. Plenty to talk about, Many exciting, brilliant ideas, Complex to implement, deploy and maintain.

Assisted Living

Assisted Living Requirements Monitor, Alarm, Advise ●  Manage multiple various data sources ●  Leverage time-nature of data ●  Learn about the individual specifics ●  Adapt to changing context

●  Deliver context aware recommendations & predictions ●  Feed output directly to Assisted Living Systems

You can’t program every interaction. Smart Machine Learning can help us harness the best of IOT

Machine Learning: ‘The field of study that gives computers the ability to learn without being explicitly programmed’

-Arthur Samuel, pioneering AI scientist

Not Everyone is a natural born Machine Learning Expert.

Handling the IoT Data Today Hard-coded

Ø Hard to add new devices Ø No customization Ø Hard to adapt model to evolving situations

Ø Suboptimum model

Machine Learning ..Can also be complex: Ø Sensor fusion Ø Temporal aspect Ø Complex parameters Ø Blending open data flows Ø Some guidance required

AISEEDO Machine Intelligence -  Machine Intelligence cloud service -  Predictive model -  Online learning -  Real time data fusion

-  No prior knowledge of data required -  Fault tolerant

Innovative Machine Intelligence Cloud Service

Accelerate and optimise your IoT project Adapt to changing environments Focus on business correlation & break-through insights Build Innovative context-aware solutions

Nuts and Bolts

●  Data input: JSON messages via websockets /http /tcp

●  Max input flows ~20 ●  Queries selection:

○  next event prediction ○  recommendations ○  classification ○  anomaly detection

●  Data output: JSON messages via websockets /http /tcp

Objective Based Machine Learning

●  What’s this? ●  Why am here? ●  Let’s try something

randomly ●  Oh, I can turn left

and right ●  Oh, that tastes good ●  Looks like I can

accelerate or decelerate

●  Yum! I like cookies ●  I don’t like bumping

into things ●  Whoohooo I am flyin’

> Tell us about your project > Apply to the Closed Beta

Thank you. @aiseedo https://www.aiseedo.com

https://www.aiseedo.com

@aiseedo