natural language processing

Rajesh Yerremshetty
May 25, 2024June 3, 2024

Revolutionizing Query Rewrite and Extension: RAG Advanced Approach with HyDE

Introduction In the present-day times of database management and information retrieval, enhancement of query processing is very important. Techniques containing query rewrite and extension play an important role in optimizing search operations. In this article, we delve into the innovative approach of RAG (Recursive Aggregation Graph) Advanced, coupled with HyDE, exploring its principles, applications, advantages…

Naveen Pandey
November 25, 2023November 11, 2025

How to Become a Prompt Engineer in 2024

In this article, we will explore the role of prompt engineers in the field of AI technology. Prompt engineers play a crucial role in enabling AI models to generate relevant output based on user input. We will discuss the basics of prompt engineering, its importance, and the steps and skills required to become a proficient…

Naveen Pandey
July 4, 2023December 12, 2024

Day 4: Exploring the Fundamentals of Artificial Neural Networks

Artificial neural networks (ANN) have revolutionized the field of artificial intelligence, enabling computers to perform complex tasks such as image recognition, natural language processing, and speech synthesis. ANNs are designed to mimic the structure and function of the human brain, allowing machines to learn from data and make intelligent decisions. In this article, we will…

Naveen Pandey
June 19, 2023December 12, 2024

Day 2: 14 Types of Neural Networks and their Applications

1 – Introduction to Neural Networks Artificial intelligence has changed drastically because of neural networks, which are now an important part of various applications. They can be used to solve complex problems and make predictions by mimicking the structure and functioning of the human brain. So, in this article, we will talk about different types…

Naveen Pandey
June 13, 2023December 12, 2024

Day 1: Introduction to Deep Learning: Understanding the Basics

Welcome to this Deep Learning Course! Today is the beginning of our course and in this first article we will be talking about basics of Deep Learning. So, Let’s get started. Deep learning, is a subfield of machine learning that focuses on algorithms inspired by the structure of the human brain called which is an…

Naveen Pandey
May 2, 2023December 12, 2024

Top 5 Natural Language Processing Libraries for Data Scientist

In this blog post we are going to talk about Natural Language Processing (NLP) which is one of the branches of machine learning which focuses on teaching machines to understand human language. it has multiple applications, from chatbots to sentiment analysis, and is an important skill in the data scientist’s toolbox. let’s look at five…

Naveen Pandey
May 1, 2023November 16, 2025

10 Essential Python Libraries for Data Science in 2023

Data Science is a constantly evolving field, and with freshly technologies emerging, it’s important to keep up with the latest tools and libraries. In this article, we’ll discuss 10 essential Python libraries that all data scientist should know in 2023. These libraries will serve you to analyze, visualize, and model data more efficiently, and ultimately…

Naveen Pandey
March 22, 2023December 12, 2024

Day 8: Text Classification with Naïve Bayes

Text Classification is a popular technique used in Natural Language Processing to categorize text documents into predefined categories. Naïve Bayes is a commonly used algorithm for text classification, as it is simple and efficient. In this blog post, we will look at the process of building a Text Classification model using Naïve Bayes, step-by-step. We…

Naveen Pandey
March 19, 2023December 12, 2024

Day 7: Building a Sentiment Analysis Model

In today’s world, where social media is the new norm, analyzing the sentiment behind the text has become important for businesses and organizations. Sentiment analysis refers to the process of determining the emotional tone behind a piece of text, whether it is positive, negative, or neutral. In this article, we will discuss how to build…

Naveen Pandey
March 11, 2023December 12, 2024

Day 6: Word Embeddings: an overview

Word embeddings are a powerful technique in natural language processing which can help us represent words in a more meaningful way than other approaches like one-hot encoding or bag of words. In this blog post, we’ll provide an overview of what word embeddings are, how they work, their advantages and limitations, popular models for generating…

Naveen Pandey
February 22, 2023December 12, 2024

Day 5: Part-of-Speech Tagging and Named Entity Recognition

Welcome back peeps as we have already discussed about the tokenization and stop words in our last article so, in this day 5 of Natural Language Processing (NLP) journey! In this blog we will be exploring two important techniques for analyzing text: Part-of-Speech (POS) tagging Named Entity Recognition (NER) 1 – Part-of-Speech (POS) tagging is…

Naveen Pandey
February 19, 2023December 14, 2024

Day 4: Stemming and Lemmatization

IntroductionNatural Language Processing (NLP) plays a critical role in understanding and processing human language. This blog discusses stemming and lemmatization, essential text normalization techniques in NLP. What is NLP and Its Components?NLP is an AI-based method of interacting with systems using natural language. It involves several steps: tokenization, lemmatization, POS tagging, named entity recognition, and…