Tag: Artificial Intelligence

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 […] ...

A Support Vector Machine (SVM) is really a powerful Machine Learning Model. It is capable of performing both classification and regression. And Iris flower data set is just perfect for analyzing SVM. So, in this article, we are going to take a peek into the SVM model by using the Iris data set. So, power […] ...

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 […] ...

Introduction Machine Learning and Artificial Intelligence have been weaved into our lives in some form. Every newcomer to the field is trying to solve machine learning problems. But I have a different take on it. I think that one should not try to solve machine learning problems. And I have a reason to think so. […] ...

Data preparation or processing is one of the most important steps when working with real-world data on a machine learning project. One of the major pains in such situations is working with categorical data. This is because most of the machine learning algorithms cannot work with categorical data directly. They are needed to be converted […] ...