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Topics
Deep Learning Tutorials
Learn how to use AI to speed up data analysis and processes in our deep learning tutorials. Upskill with our deep learning tips, tricks, and techniques.
TensorFlow 2.0 Case Study
Build a machine learning model for predicting the publisher’s name from an article using various Google Cloud technologies.
Sayak Paul
August 19, 2019
Implementing Neural Style Transfer Using TensorFlow 2.0
In this tutorial, you'll learn how to implement power applications like Prisma using TensorFlow 2.0.
Sayak Paul
June 21, 2019
Demystifying Mathematical Concepts for Deep Learning
Explore basic math concepts for data science and deep learning such as scalar and vector, determinant, singular value decomposition, and more.
Avinash Navlani
June 17, 2019
keras: Deep Learning in R
In this tutorial to deep learning in R with RStudio's keras package, you'll learn how to build a Multi-Layer Perceptron (MLP).
Karlijn Willems
February 12, 2019
TensorFlow Tutorial For Beginners
Learn how to build a neural network and how to train, evaluate and optimize it with TensorFlow
Karlijn Willems
January 16, 2019
Introduction to Deep Learning in Python
Learn the basics of deep learning and neural networks along with some fundamental concepts and terminologies used in deep learning.
Aditya Sharma
December 12, 2018
Investigating Tensors with PyTorch
In this tutorial, you'll learn about Tensors, PyTorch, and how to create a simple neural network with PyTorch.
Sayak Paul
September 12, 2018
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.
Ahmed Gad
September 11, 2018
Image Super-Resolution using Multi-Decoder Framework Tutorial
In this tutorial, you’ll implement a medical imaging using deep learning paper with Python in Keras.
Aditya Sharma
August 6, 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
July 20, 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
June 27, 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
June 26, 2018