Tag: TensorFlow

In this tutorial, readers will learn about the basics of tensors in TensorFlow. Along with that, learn about the basic arithmetic operations using tensors such as addition, element-wise multiplication, and matrix multiplication. ...

Updated on 21 April, 2020. LeNet – 5 is a great way to start learning practical approaches of Convolutional Neural Networks and computer vision. The LeNet – 5 architecture was introduced by Yann LeCun, Leon Bottou, Yoshua Bengio and Patrick Haffner in 1998. This architecture quickly became popular for recognizing handwritten digits and document recognition. […] ...

Many of the times, after building a model we tend to visualize the accuracy and validation plots manually with Matplotlib (or any other) visualization library. But there is a better way to do it. We can easily visualize the plots using TensorBoard which provides a beautiful and interactive environment by default. In this article, you […] ...

Beginners often face difficulties when getting started with Deep Learning, even if they have some prior experience in Machine Learning. Setting up the environment is yet another pain point when starting deep learning. In this article, you are going to learn how to seamlessly set up your machine for Deep Learning with python. Although this […] ...

Updated on April 19, 2020. Getting started with Deep Learning and neural networks can be challenging. So, to make things easier, in this post you will get hands-on experience with practical deep learning. You will get to know MNIST digit classification by using Neural Networks. If you want, you can take a look at one of my previous posts for MNIST digit classification using Scikit-Learn (Not a pre-requisite). You may gain some insights […] ...