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

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This presentation was recorded at GOTO Copenhagen 2021. #GOTOcon #GOTOcph

Jaan Kasak - AI Engineer at Abzu

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

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 [...]

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:

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Aurélien Géron • Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow • https://amzn.to/2XZaQy8

#QLattice #Abzu #Feyn #Jupyter #AI #ML #DataScience #ArtificialIntelligence #MachineLearning #JaanKasak #RichardFeynman #Python

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