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Jun 28, 20232 min read
Python Deep Learning Tips - Convolutional Network with TensorFlow's Convolution Network
One of the key tools in my arsenal for image recognition tasks is a Convolutional Neural Network (CNN) implemented in TensorFlow's...
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Apr 19, 20231 min read
Python TensorFlow Tips -When to use Sparse Categorical Crossentropy vs Categorical Crossentropy loss
TensorFlow is a powerful framework for building neural networks. With TensorFlow we can build deep-learning models that predict either a...
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Jan 17, 20232 min read
Python Deep Learning Tips - How to Build a Deep Forward Network in Tensorflow with Sequential API
In Python use Tensorflow to build a deep forward deep learning architecture using the sequential model. The problem with such a long...
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Jan 9, 20231 min read
Python Deep Learning Tips - How to Buil a Feed Forward Network in Tensorflow with the Sequential API
In Python using Tensorflow design a Feed Forward neural network to predict a regression problem with 40 features. To stick to the style...
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Jan 8, 20231 min read
Python Deep Learning Tips - How to Buil a Perceptron in Tensorflow with the Sequential API
The perceptron model was the first and simplest type of neural network developed back in 1943. It works well but is certainly far from as...
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