Introduction to Keras

Posted on Mi 24 April 2019 in Data Science • Tagged with Keras, Tutorials, Video, Tensorflow • 1 min read

This is a really great introductory video on Keras and how simple it makes calling complex deep learning libraries like Tensorflow. The 13 year old author builds a great deep learning model in under 100 lines of code.

I do some questions w.r.t. to the AUC score being …

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TensorFlow and High Level APIs

Posted on Sa 16 März 2019 in Data Science • Tagged with TensorFlow, Data Science • 2 min read

I got a chance to watch this great presentation on the upcoming release of TensorFlow v2 by Martin Wicke. He goes over the big changes - and there's a lot - plus how you can upgrade your earlier versions of TensorFlow to the new one. Let's hope the new version is faster …

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Deep Learning with TensorFlow and Keras

Posted on Di 15 Mai 2018 in Data Science • Tagged with Keras, TensorFlow • 1 min read

A really good technical introduction to deep learning from @AndrewYNg's Coursera that touches on stocastic gradient descent for optimization, which is really cool in my book. Sample processes are provided on the original article but I think you should just take the Coursera. :)

The following problems are taken from …

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Why is Tensorflow so slow?

Posted on Fr 11 Mai 2018 in Data Science • Tagged with Tensorflow • 1 min read

This article cracks me up.

Let's be real: tensorflow is more like 5 frameworks awkwardly fused together than a single framework - there are so many ways to do 2d convolutions, in tf.layers, the "Dense" layer is different than the "dense" one - how are they different? only one way to …

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Data Science and Machine Learning Education

Posted on Mo 16 April 2018 in misc • Tagged with Data Science, Google, TensorFlow • 1 min read

When I first self-taught myself 'data science,' there wasn't a lot on the Internet to help me. I spent years cobbling information together reading what I could find about it. Now, there's a plethora of Data Science and Machine Learning education available. There's forums, open source libraries and much much …

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