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Deduce the Number of Layers and Neurons for ANN

There is an optimal number of hidden layers and neurons for an artificial neural network (ANN). This tutorial discusses a simple approach for determining the optimal numbers for layers and neurons for ANN's.
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Ahmed Gad

11 tháng 9, 2018

Autoencoder as a Classifier using Fashion-MNIST Dataset Tutorial

In this tutorial, you will learn & understand how to use autoencoder as a classifier in Python with Keras. You'll be using Fashion-MNIST dataset as an example.
Aditya Sharma's photo

Aditya Sharma

20 tháng 7, 2018

Reconstructing Brain MRI Images Using Deep Learning (Convolutional Autoencoder)

In this tutorial, you'll learn & understand how to read nifti format brain magnetic resonance imaging (MRI) images, reconstructing them using convolutional autoencoder.
Aditya Sharma's photo

Aditya Sharma

27 tháng 6, 2018

Reconstructing Fingerprint Images Using Deep Learning (Convolutional Autoencoder)

In this tutorial, you will learn and understand how to read jpeg format fingerprint images, reconstructing them using convolutional autoencoder.
Aditya Sharma's photo

Aditya Sharma

26 tháng 6, 2018

TensorBoard Tutorial

Visualize the training parameters, metrics, hyperparameters or any statistics of your neural network with TensorBoard!
Thushan Ganegedara's photo

Thushan Ganegedara

6 tháng 6, 2018

Demystifying Generative Adversarial Nets (GANs)

Learn what Generative Adversarial Networks are without going into the details of the math and code a simple GAN that can create digits!
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DataCamp Team

9 tháng 5, 2018

Implementing Autoencoders in Keras: Tutorial

In this tutorial, you'll learn more about autoencoders and how to build convolutional and denoising autoencoders with the notMNIST dataset in Keras.
Aditya Sharma's photo

Aditya Sharma

4 tháng 4, 2018

Convolutional Neural Networks in Python with Keras

In this tutorial, you’ll learn how to implement Convolutional Neural Networks (CNNs) in Python with Keras, and how to overcome overfitting with dropout.
Aditya Sharma's photo

Aditya Sharma

5 tháng 12, 2017

Deep Learning with Jupyter Notebooks in the Cloud

This step-by-step tutorial will show you how to set up and use Jupyter Notebook on Amazon Web Services (AWS) EC2 GPU for deep learning.
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Dan Becker

23 tháng 3, 2017