The Data Frog tensorflow

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Image Recognition with Transfer Learning (98.5%)

Learn how to use transfer learning to easily classify dog and cat pictures with a 98.5% accuracy. Notebook ready to run on your machine.

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Image Recognition: Dogs vs Cats! (92%)

Learn how to build a deep convolutional neural network from scratch to classify dog and cat pictures with a 92% accuracy, without transfer learning. Notebook ready to run on your machine.

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Sentiment Analysis with a deep convolutional network (yelp dataset part 3)

Sentiment analysis is an important application of natural language processing, as it makes it possible to predict what a person thinks given the text she has written. Let's do that with a deep convolutional network on the large yelp dataset.

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Install TensorFlow on Linux for Deep Learning

Got a Linux PC with an NVidia graphics card? Let's turn it into a deep learning workstation.

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Install Tensorflow on Windows for Deep Learning

Got a gamer PC lying around? Why not install TensorFlow to turn it into a deep learning workstation? This simple recipe will get you ready in ten minutes.

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