Text Analytics

Businesses have always relied on data to make informed decisions, but with the rise of AI text analytics, we’re now able to analyse more detailed and complex data from multiple new sources and with more accuracy than ever before. …

Overview This is a brief walk through of the concept of natural language processing, its applications and techniques applied in solving problems. Natural language Processing (NLP) This is an area in artificial intelligence that trains the machine with the ability to read, understand and obtain meaning from human languages. NLP…

For those who are sick of word clouds Introduction Visualizing text can be challenging. People tend to default to the word cloud, but it can be hard to gleam meaning from just one word. An option that provides a little more context is N-grams. I decided to visualize Kanye West lyrics…

When examining a collection of texts, researchers often want to get a sense of the differences in how certain words or phrases are used by different groups. For example, if we’re examining a collection of books, we might be interested in identifying phrases that distinguish particular authors or genres from…

Conversational AI for Employee Handbook inquiries Conversational AI for Employee Handbook inquiries This is a quick demo of how a QA bot built with large language models like GPT3 has capabilities to analyze communication input and generate a response with the knowledge we provide to it.https://datalabs.optisolbusiness.com/text-analytics Here we have created a bot that responds to the questions related to the chapters…

There are a lot of metrics used in the industry which is heavily focusing on matching the query with document. It can be used for n number of scenarios. First of like is the ranked retrieval systems. Returning the output against a specific query with the maximum probability. The main…

In this article we will introduce techniques for organizing text data. We will see how we can analyze a large corpus of text data present in the form of text documents and extract feature vectors for individual documents, in order to be able to retrieve documents with similar content. 1. Introduction The…