A podcast about life, the universe and anthropology produced by David Boarder Giles, Timothy Neale, Cameo Dalley, Mythily Meher and Matt Barlow. Each episode features an anthropologist or two in conversation, discussing anthropology and what it has to tell us in the twenty-first century. This podcast is made in partnership with the American Anthropological Association and with support from the Faculty of Arts & Education at Deakin University.
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Deep Learning 2018 (Audio)
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Content provided by FAU and Prof. Dr. Andreas Maier. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by FAU and Prof. Dr. Andreas Maier or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
Deep Learning (DL) has attracted much interest in a wide range of applications such as image recognition, speech recognition and artificial intelligence, both from academia and industry. This lecture introduces the core elements of neural networks and deep learning, it comprises: (multilayer) perceptron, backpropagation, fully connected neural networks loss functions and optimization strategies convolutional neural networks (CNNs) activation functions regularization strategies common practices for training and evaluating neural networks visualization of networks and results common architectures, such as LeNet, Alexnet, VGG, GoogleNet recurrent neural networks (RNN, TBPTT, LSTM, GRU) deep reinforcement learning unsupervised learning (autoencoder, RBM, DBM, VAE) generative adversarial networks (GANs) weakly supervised learning applications of deep learning (segmentation, object detection, speech recognition, ...)
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13 episodes
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Archived series ("Inactive feed" status)
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Why? Inactive feed status. Our servers were unable to retrieve a valid podcast feed for a sustained period.
What now? You might be able to find a more up-to-date version using the search function. This series will no longer be checked for updates. If you believe this to be in error, please check if the publisher's feed link below is valid and contact support to request the feed be restored or if you have any other concerns about this.
Manage series 2432489
Content provided by FAU and Prof. Dr. Andreas Maier. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by FAU and Prof. Dr. Andreas Maier or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
Deep Learning (DL) has attracted much interest in a wide range of applications such as image recognition, speech recognition and artificial intelligence, both from academia and industry. This lecture introduces the core elements of neural networks and deep learning, it comprises: (multilayer) perceptron, backpropagation, fully connected neural networks loss functions and optimization strategies convolutional neural networks (CNNs) activation functions regularization strategies common practices for training and evaluating neural networks visualization of networks and results common architectures, such as LeNet, Alexnet, VGG, GoogleNet recurrent neural networks (RNN, TBPTT, LSTM, GRU) deep reinforcement learning unsupervised learning (autoencoder, RBM, DBM, VAE) generative adversarial networks (GANs) weakly supervised learning applications of deep learning (segmentation, object detection, speech recognition, ...)
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Similar to Deep Learning 2018 (Audio)
A podcast about life, the universe and anthropology produced by David Boarder Giles, Timothy Neale, Cameo Dalley, Mythily Meher and Matt Barlow. Each episode features an anthropologist or two in conversation, discussing anthropology and what it has to tell us in the twenty-first century. This podcast is made in partnership with the American Anthropological Association and with support from the Faculty of Arts & Education at Deakin University.
…
continue reading
Interviews with mathematics education researchers about recent studies. Hosted by Samuel Otten, University of Missouri. www.mathedpodcast.com Produced by Fibre Studios
…
continue reading
Ask questions, vote and discover answers about Chicago, the region and its people. From WBEZ.
…
continue reading
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…
continue reading
In this podcast, German podcaster Annik Rubens talks slowly about topics of everyday German life, from beergardens to recycling. More information and Premium Podcast with learning materials on Slow German at www.slowgerman.com. You can read the complete transcript of each episode on this internet-site or in the ID3-Tags.
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continue reading
Five-time winner of Best Education Podcast in the Podcast Awards. Grammar Girl provides short, friendly tips to improve your writing and feed your love of the English language. Whether English is your first language or your second language, these grammar, punctuation, style, and business tips will make you a better and more successful writer. Grammar Girl is a Quick and Dirty Tips podcast.
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continue reading
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continue reading
America is more divided than ever—but it doesn’t have to be. Open to Debate offers an antidote to the chaos. We bring multiple perspectives together for real, nonpartisan debates. Debates that are structured, respectful, clever, provocative, and driven by the facts. Open to Debate is on a mission to restore balance to the public square through expert moderation, good-faith arguments, and reasoned analysis. We examine the issues of the day with the world’s most influential thinkers spanning s ...
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…
continue reading
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