Tag: Keras

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 […] ...

Deep Learning involving text can be fascinating to deal with. But there are two main problems to look after. First, deep learning models do not take text data directly as input. Secondly, text can be really messy to deal with when designing deep learning models. But, Keras can help with the preprocessing of text data. […] ...

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 […] ...