Nitin Agarwal

@mnitin3

Empowering Minds with Tech

Bengaluru, IndiaJoined June 2023

About

Data Scientist with 12 years of industry experience.

Available for

I am available for 1:1 mentorships and guidance sessions for Data science profiles. Book Session here - https://topmate.io/mnitin3

Nitin Agarwal's blogs

CogniBitscognibits.hashnode.dev22 posts

Recently published

cognibits.hashnode.dev

A Beginner's Guide to Generative AI

Generative AI refers to algorithms that can generate new content, whether it's text, images, audio, or even video. Unlike traditional AI, which typically focuses on classification or prediction tasks, generative models create new data instances that ...

Nov 17, 20244 min read

cognibits.hashnode.dev

Large Language Models (LLMs) for Efficient NL2SQL

Natural Language to SQL (NL2SQL) is a transformative technology that enables non-technical users to interact with databases using natural language queries instead of complex SQL syntax. This capability is becoming increasingly important in business e...

May 20, 20245 min read

cognibits.hashnode.dev

Understanding Word Embeddings: Word2Vec and GloVe

Word embeddings are a crucial component of natural language processing (NLP) and machine learning applications. They represent words as dense vectors in a continuous vector space, capturing semantic relationships between words. In this article, we'll...

Jan 24, 20243 min read

cognibits.hashnode.dev

Understanding XGBoost: A Powerful Machine Learning Algorithm

XGBoost Algorithm: Powering Predictive Modeling with Extreme Gradient Boosting Machine learning has revolutionized the way we solve complex problems, and the XGBoost algorithm has emerged as a game-changer in the field. Short for "Extreme Gradient Bo...

Sep 4, 20238 min read

cognibits.hashnode.dev

Vector vs Graph vs Relational Databases

Databases are essential tools for storing and managing large volumes of data efficiently. Over the years, several types of databases have emerged, each designed to cater to specific use cases and data structures. Among the most prominent types are Ve...

Aug 3, 20234 min read

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Nitin Agarwal

About

Available for

Nitin Agarwal's blogs

Recently published

A Beginner's Guide to Generative AI

Large Language Models (LLMs) for Efficient NL2SQL

Understanding Word Embeddings: Word2Vec and GloVe

Understanding XGBoost: A Powerful Machine Learning Algorithm

Vector vs Graph vs Relational Databases