Text Classification Our focus is to solve text classification problem using deep learning. To reiterate the problem of NLP (Natural Language Processing) based text classification below: Problem In today’s world, websites have to deal with toxic and divisive content. Especially…
Text Classification Purpose: Natural language processing (NLP) has been widely popular, with the large amount of data available (in emails, web pages, sms) it becomes important to extract valuable information from textual data. An assortment of machine learning techniques designed…
Don’t get alarmed, we are going to put what we have learnt into practice on a playground kaggle data set explaining the code along the way. Deep Learning Series In this series, with each blog post we dive deeper into…
What is Dimension Reduction? More importantly why do I need it? Before we get into the different types of dimension reduction techniques, let's build some understanding regarding the need. I was working on a Kaggle data set which had over…
Boosting algorithms are very popular and xgboost has been at the top of the mountain for a very long time. Let's build some understanding about what are boosting algorithms all about. Boosting Algorithms Before we get to one of the…