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Deep Learning
Graduate deep-learning course with lectures, slides, notebooks and videos covering optimisation, convolutional networks, recurrent networks, representation learning, computer vision, NLP and speech.
Learning field
Neural networks and representation learning.
Curated learning
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Graduate deep-learning course with lectures, slides, notebooks and videos covering optimisation, convolutional networks, recurrent networks, representation learning, computer vision, NLP and speech.
Interactive open book combining mathematical explanations, executable notebooks and implementations of modern deep-learning methods.