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Showing posts from May, 2016

My first deep learning steps with Google and Udacity

I did my first steps in deep learning by taking the deep learning course at Udacity.

Deep learning is a hot topic. Deep neural networks can classify images, describe scenes, translate text and do so much more. It's great that Google and Udacity offer this course which helped me getting started with learning about deep learning.



How does the course work? The course consists of dozens 1-2 minute videos and assignments accompanying the videos.

Well, actually it's the other way round: The assignments are the heart of the course and the videos just give you the basic understanding you need to get started building networks. There are no exams.

The course covers basic neural networks, softmax, stochastic gradient descent, backpropagation, ReLU units, hidden layers, regularization, dropout, convolutional networks, recurrent networks, LSTM cells and more. Building deep neural networks is a bit like playing Legos and the course shows you the building bricks and teaches you how to use th…