### A Word2Vec Keras tutorial

Understanding Word2Vec word embedding is a critical component in your machine learning journey. Word embedding is a necessary step in performing efficient natural language processing […]

Understanding Word2Vec word embedding is a critical component in your machine learning journey. Word embedding is a necessary step in performing efficient natural language processing […]

One of the great things about TensorFlow is its ability to handle multiple threads and therefore allow asynchronous operations. If we have large datasets this can […]

In previous tutorials (Python TensorFlow tutorial, CNN tutorial, and the Word2Vec tutorial) on deep learning, I have taught how to build networks in the TensorFlow deep […]

In coming tutorials on this blog I will be dealing with how to create deep learning models that predict text sequences. However, before we get […]

In a previous tutorial, I demonstrated how to create a convolutional neural network (CNN) using TensorFlow to classify the MNIST handwritten digit dataset. TensorFlow is a brilliant tool, […]

In the two previous tutorial posts, an introduction to neural networks and an introduction to TensorFlow, three layer neural networks were created and used to […]

Google’s TensorFlow has been a hot topic in deep learning recently. The open source software, designed to allow efficient computation of data flow graphs, is especially suited to […]

In the neural network tutorial, I introduced the gradient descent algorithm which is used to train the weights in an artificial neural network. In reality, […]

In the last post, I presented a comprehensive tutorial of how to build and understand neural networks. At the end of that tutorial, we developed […]

Chances are, if you are searching for a tutorial on artificial neural networks (ANN) you already have some idea of what they are, and what […]

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