Nitin Agarwal (@mnitin3)

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, 2024 · 4 min readcognibits.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, 2024 · 5 min readcognibits.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, 2024 · 3 min readcognibits.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, 2023 · 4 min readcognibits.hashnode.dev

Conformal Prediction

Introduction In the era of data-driven decision-making, machine learning models have become increasingly prevalent. However, one challenge faced by these models is the ability to provide reliable and trustworthy predictions, especially in situations ...

Jul 18, 2023 · 5 min readcognibits.hashnode.dev

Nitin Agarwal

About

Available for

Nitin Agarwal's blogs

A Beginner's Guide to Generative AI

Large Language Models (LLMs) for Efficient NL2SQL

Understanding Word Embeddings: Word2Vec and GloVe

Vector vs Graph vs Relational Databases

Conformal Prediction

Nitin Agarwal

About

Available for

Nitin Agarwal's blogs

A Beginner's Guide to Generative AI

Large Language Models (LLMs) for Efficient NL2SQL

Understanding Word Embeddings: Word2Vec and GloVe

Vector vs Graph vs Relational Databases

Conformal Prediction

Nitin Agarwal

About

Available for

Nitin Agarwal's blogs

A Beginner's Guide to Generative AI

Large Language Models (LLMs) for Efficient NL2SQL

Understanding Word Embeddings: Word2Vec and GloVe

Vector vs Graph vs Relational Databases

Conformal Prediction

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Nitin Agarwal

About

Available for

Nitin Agarwal's blogs

A Beginner's Guide to Generative AI

Large Language Models (LLMs) for Efficient NL2SQL

Understanding Word Embeddings: Word2Vec and GloVe

Vector vs Graph vs Relational Databases

Conformal Prediction