How Deep Neural Networks Work | Full Course (2019)

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How Deep Neural Networks Work | Full Course (2019)

Even if you are completely new to neural networks, this course will get you comfortable with the concepts and math behind them.

Neural networks are at the core of what we are calling Artificial Intelligence today. They can seem impenetrable, even mystical, if you are trying to understand them for the first time, but they don't have to.

Contents

00:00:00 - How neural networks work

00:24:13 - What neural networks can learn and how they learn it

00:51:37 - How convolutional neural networks (CNNs) work

01:16:55 - How recurrent neural networks (RNNs) and long-short-term memory (LSTM) work

01:42:49 - Deep learning demystified

02:03:33 - Getting closer to human intelligence through robotics

02:49:18 - How CNNs work, in depth

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How Deep Neural Networks Work | Full Course (2019)

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