An Introduction to Natural Language Processing (NLP) Terms

An Introduction to Natural Language Processing (NLP) Terms. I gave an introduction to NLP, how it works, and some beginning terms. In this blog, I’ll add more terms.

A Deep Dive Into the Transformer Architecture — The Development of Transformer Models

A Deep Dive Into the Transformer Architecture — The Development of Transformer Models Transformers for Natural Language Processing. First, we'll dive deep into the fundamental concepts used to build the original 2017 Transformer.

Sentiment Analysis with Vader and Algorithmic Trading

Sentiment Analysis with Vader and Algorithmic Trading.

Word Mover’s Distance (WMD) Explained: An Effective Method of Document Classification

We will be discussing the principle of WMD, the constraints and approximations, prefetch and prune of WMD, the performance of WMD.

Does TF-IDF work differently in textbooks and sklearn routine?

TF-IDF is a simple twist in the bag of words approach. Bag of words just means (# times word w appears in a document d). TF-IDF stands for term frequency times inverse document frequency.

Natural Language Processing (NLP): Don’t Reinvent the Wheel

Tools and techniques to accelerate your Python NLP projects. Natural Language Processing (NLP): Don't Reinvent the Wheel. Tools and techniques to accelerate your Python NLP projects.

Text Sentiment Analysis in NLP

Problems, use-cases, and methods: from simple to advanced

Load a Large spaCy model on AWS Lambda

spaCy is a useful tool that allows us to perform many natural language processing tasks. It is convenient to provide it as an API using AWS Lambda and API Gateway.

Analyzing & Visualizing Amazon Redshift Data — Tutorial

Learn to Analyze & Visualize Amazon Redshift Data Using Knowi. Amazon Redshift is Amazon’s cloud-based relational database management system (RBDMS).

Take a First Step towards Chatbot World

Chatbot has been an exponential growth of tools to design, mock, build, deploy, manage, and monetize chatbots. Let's have a brief recap their fundamentals in addition to a little bit of history.