Natural Language Processi

Text pre-processing is the first and crucial step in Natural Language Processing (NLP) as it helps in cleaning and transforming the raw text data into a format that is easier to work with. …

Recently, I had the opportunity to use natural language processing (NLP) and machine learning for the first time in a data science project with the Open Avenues Foundation. In this project, I had the opportunity to do a machine learning classification project from start to finish. I learned new ways…

Natural Language Processing (NLP) is a rapidly growing field of Artificial Intelligence (AI) that has become increasingly important today. NLP involves the use of computational techniques to understand and generate human language, and has a wide range of applications in various industries. The origins of NLP can be traced back…

Natural Language Processing (NLP) is a field of artificial intelligence and computational linguistics that deals with the interaction between computers and human languages. The goal of NLP is to develop algorithms and models that can understand, generate and manipulate human language in a way that is natural and intuitive for…

ChatGPT and The Future of AI ChatGPT is a state-of-the-art language model developed by OpenAI. Based on the GPT (Generative Pre-trained Transformer) architecture, it is fine-tuned for a wide range of natural language processing tasks such as question answering, language translation, and text completion. One of ChatGPT’s strongest abilities is…

A basic guide for Preprocessing for NLP to get you started — NLP stands for Natural Language Processing. As the name suggests, it means converting human language(natural language) into something a machine can understand and perform actions. Like summarization, chatbot, translation, search, etc. Like how we clean data in a ‘pandas dataframe’ before feeding it to a model, raw data here also…

Introduction Streamlit is a popular open-source framework for building web-based data visualization and machine learning tools. Cohere is a company that offers large language models trained on a wide range of data sources, including books, articles, and websites. In this tutorial, we will show you how to use Cohere’s large language…

Overview A brief intro to stopwords and why it is important to take care of stopwords in any Natural language processing problem Understand why and how the normal stopword removal process falls short in helping us clean our dataset We will explore this contextual stopword removal process and understand how we…