Introduction to Deep Learning (Online)

InterPARES Trust AI (2021-2026) is a multi-national interdisciplinary research partnership aiming to design, develop, and leverage Artificial Intelligence to support the ongoing availability and accessibility of trustworthy public records. ITrust AI produces original research, trains students and other highly qualified personnel (HQP), and generates a virtuous circle between academia, archival institutions, government records professionals, and industry, a feedback loop reinforcing the knowledge and capabilities of each party.

InterPARES Trust AI

This workshop is a hands-on introduction to the revolutionary methods of deep learning-no prior knowledge of machine learning required.

<a href="https://www.eventbrite.ca/manage/events/293308392297" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Click here to go to Register for the In-person event</a>Deep learning, a class of machine learning methods inspired by information processing in the human brain, has revolutionized the way we build machines, automate processes, analyze data, and just problem-solve in a fast-increasing host of domains. These transformational changes are impacting wide sectors of society. The goal of this workshop is to provide a conceptual introduction to deep learning. Namely, we will cover Feedforward Networks, Recurrent Neural Networks, Convolutional Neural Networks, and the Transformer. The workshop will touch on a wide range of applications across different types of data modalities (e.g., speech, language, image) and provide a number of engineering tutorials (to be discussed at a high level). The main objective of the workshop is to support learners with basic or no prior knowledge of machine learning. Some familiarity with the Python programming language, basic linear algebra, basic calculus, and basic probability will be useful but not required.Instructors: Muhammad Abdul-Mageed, Ganesh Jawahar, and Peter Sullivan; Deep Learning and NLP Group, The University of British Columbia &amp; InterPARES Trust AI

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Introduction to Deep Learning (Online)

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Introduction to Deep Learning (Online)

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