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

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