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AI Learn: Introduction to Deep Learning

Jun

11

AI Learn: Introduction to Deep Learning

by Norwegian Cognitive Center

Actions and Detail Panel

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Date and time

Fri, June 11, 2021

9:00 AM – 11:00 AM CEST

Location

Online event

This webinar will present a general introduction to deep learning models, i.e., from artificial neural networks to deep neural networks

About this event

A link to participants in the webinar will be sent to your registered email address approximately one hour before the webinar starts.

Deep learning drives the so-called third wave of artificial intelligence (AI) and has dominating many automate tasks. However, what is deep learning? Why is it called “deep” learning? This webinar will present a general introduction to deep learning  models, i.e., from artificial neural networks (ANN) to deep neural networks (DNN). Three major types of deep learning models will be covered, including convolution neural networks (CNN) mainly used in computer vision, recurrent neural networks (RNN) mainly targeting at time-series problems, and the latest Transformer that can be used in both computer vision and time-series analysis. Their extensions, e.g., different CNN architectures, RNN extensions (GRU, LSTM), Transformer based (BERT for language modelling and DETR, ViT for computer vision) and their typical applications will also be introduced. Finally, a general pipeline of applying deep learning in practical problems will be presented.

Target group for this event:

This course is appropriate for general audience, both developers and data scientists with basic knowledge about deep learning.

AI Learn: Introduction to Deep Learning image

About the presenter:

Dr. Junyong You is a Senior Researcher at Norwegian Research Centre AS. He has a wide range of R&D experience with data analysis, artificial intelligence, computer vision and applications in multimedia, energy, aquaculture, energy, etc. His research interests include machine learning, semantic multimedia content analysis, visual attention mechanism and modelling, and multimedia quality of experience management. He is the author or co-author of more than 70 scientific articles published in books, premier conferences and journals.

Tags

  • Online Events
  • Online Seminars
  • Online Science & Tech Seminars
  • #culture
  • #ai
  • #development
  • #organization
  • #artificial_intelligence
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AI Learn: Introduction to Deep Learning


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