Tag: Keras

In this article, we will be using Keras for regression. In classification, we predict the discrete classes of the instances. But in regression, we will be predicting continuous numeric values. We will use Keras to build our deep neural network in this article. This is the fourth part of the series Introduction to Keras Deep Learning.Part […] ...

Keras makes approaching deep learning easy, especially for those who are just starting out. In this article, we will learn some of the most important features and functions of Keras along with the Sequential API. This is the second part of the series Introduction to Keras Deep Learning.Part 1: Getting Started with Keras.Part 2: Learning about […] ...

Starting to learn deep learning can be a really intimidating task. Most people start with traditional machine learning with Scikit-Learn. Then they slowly start to move towards deep learning trying to implement whatever they have learned. Again, many of them start with TensorFlow directly. But it can be really difficult when using only TensorFlow in […] ...

Preparing data for deep learning is one of the most important steps. Deep neural networks need a lot of data most of the time. Perhaps, this is one of the drawbacks when using deep learning to solve a problem. There are many solutions out there to tackle this situation. But what if we do not […] ...

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 […] ...