Category: Deep Learning

The handwritten digits MNIST data set is good enough to get started with image classification, but it is getting old. Therefore, in this article you will be tackling another variant of the MNIST data set, the Fashion MNIST data set. Doing Fashion MNIST classification with Keras can be a lot of fun for those who […] ...

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 […] ...

In this post, we discuss the different types of activation functions in neural networks and deep learning. ...

This post is a beginner's guide to TensorFlow showing the basic principle, and computation graph in TensorFlow. ...

Hello everyone. So, I have been thinking about what to write in my first welcome post. After a lot of brainstorming, I could not think of anything and thought that it would be best to go with the flow. So, first of all, a warm welcome to everyone, as we will be embarking on a […] ...