Abzu’s QLattice, A New Explainable AI • Jaan Kasak • GOTO 2021

33:47 421 views 100% Published 4 months ago

This presentation was recorded at GOTO Copenhagen 2021. #GOTOcon #GOTOcph
http://gotocph.com

Jaan Kasak - AI Engineer at Abzu

ORIGINAL TALK TITLE
Abzu’s Pioneering Technology, the QLattice®, Introduces a New Standard of Interpretability to Artificial Intelligence

ABSTRACT
He is passionate about the way AI, advanced data analysis and adaptive/responsive systems are poised to revolutionize the world at a scale not seen since the industrial revolution.
In this presentation, Jaan will explain the core technology of the QLattice, which was inspired by physicist Richard Feynman’s work on path integrals. He’ll demonstrate the power of searching through, in theory, an infinite number of possible models to find the best fit and reveal the simple mathematical equation that is the solution to your problem.
Jaan will be using Abzu’s Python library Feyn® in a Jupyter notebook to explore a synthesized [...]

TIMECODES
00:00 Intro
01:22 QLattice: Secure, high-performing, easy-to-use simulator
04:28 Heart failure case study
05:33 Problem 1: How do we predict a fatal outcome?
06:11 Problem 2: How do we explain the diagnosis?
07:05 Demo
22:31 Why is inverse important?
33:25 Demo

Download slides and read the full abstract here:
https://gotocph.com/2021/sessions/1865/abzus-pioneering-technology-the-qlatticeregistered-introduces-a-new-standard-of-interpretability-to-artificial-intelligence

RECOMMENDED BOOKS
Phil Winder • Reinforcement Learning • https://amzn.to/3t1S1VZ
Kelleher & Tierney • Data Science (The MIT Press Essential Knowledge series) • https://amzn.to/3AQmIRg
Lakshmanan, Robinson & Munn • Machine Learning Design Patterns • https://amzn.to/2ZD7t0x
Lakshmanan, Görner & Gillard • Practical Machine Learning for Computer Vision • https://amzn.to/3m9HNjP
Aurélien Géron • Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow • https://amzn.to/2XZaQy8

https://twitter.com/GOTOcon
https://www.linkedin.com/company/goto-
https://www.facebook.com/GOTOConferences
#QLattice #Abzu #Feyn #Jupyter #AI #ML #DataScience #ArtificialIntelligence #MachineLearning #JaanKasak #RichardFeynman #Python

Looking for a unique learning experience?
Attend the next GOTO conference near you! Get your ticket at https://gotopia.tech
Sign up for updates and specials at https://gotopia.tech/newsletter

SUBSCRIBE TO OUR CHANNEL - new videos posted almost daily.
https://www.youtube.com/user/GotoConferences/?sub_confirmation=1



Watch on YouTube