My Views and learnings on AI – AI Basics with AK

Representation Models - Text Classification

nlp

llm

deeplearning

In the previous article, we explored the master chef analogy for foundation models. We also discussed how transformers serve as the basic architecture for large language…

Arun Koundinya Parasa

Foundation Models - LLMs

nlp

llm

deeplearning

In an era of chatgpt-enabled applications, most of us would have come across a term called as foundation model. In this article we will go through the basics of foundation…

Arun Koundinya Parasa

What metrics to be chosen for classification modelling?

classification

modelling

metrics

binaryclassifcation

This blog is a response to my teammates’ questions on WhatsApp. I’m sharing what I learned and my views on each question in a separate blog.

Arun Koundinya Parasa

Does Data Scientists need to learn programming?

programming

In an era of AI-enabled applications, chats, and programming (now with Devin), many youngsters and new entrants in the data science field assume that learning programming…

Arun Koundinya Parasa

Does Data Scientists need to understand Domain Knowledge?

domain

operations

This article intends to explain domain knowledge’s importance to freshers. The example provided below is from my own experience.

Arun Koundinya Parasa