Classification

Understanding Speech Recognition: An Introduction

This blog focuses on developing an algorithm to understand spoken Arabic digits. Such algorithms are the first step in developing computers that can understand languages with applications ranging from text-to-speech, voice-recognition, and translation, to modern AI assistants that are widely becoming available.

Natural Language Processing: Document Classification

Natural Language Processing: Document Classification

Document classification is currently one of the most important branches of Natural Language Processing (NLP). The general idea is to automatically classify documents into categories using machine learning algorithms.

The applications are almost endless, we can classify: patient records, movie reviews, webpages, emails (spam vs not spam), and in fact anything text based.

Market Basket Analysis to Classify Shopping Trips

Market Basket Analysis to Classify Shopping Trips

Walmart recently hosted a Kaggle competition with the aim of improving a customers' shopping experience by segmenting their store visits into different trip types. Whether they're on a last minute run for school supplies or picking up their monthly prescriptions, classifying trip types enables Walmart to create the best shopping experience for every customer.