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Skanda Vivek
Skanda Vivek

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Published in Geek Culture

·18 hours ago

Unleashing the Power of Generative AI For Your Customers

A guide on why and how to make Generative AI like ChatGPT and GPT-4 available to customers — You’ve probably tried ChatGPT or GPT-4 at least a few times over the past months and seen real exciting results. Maybe you use it every day or week as part of your creative process to help generate ideas and other content. Or maybe you want an answer to a question…

AI

9 min read

Unleashing the Power of Generative AI For Your Customers
Unleashing the Power of Generative AI For Your Customers
AI

9 min read


Published in Towards AI

·Mar 14

Dialogue Prompting Over Documents Using ChatGPT API

This tutorial uncovers how to format multiple inputs to guide dialogues over custom documents using ChatGPT. — Recently, the ChatGPT API has developers all over making interesting product prototypes. In fact, last weekend, an emergency hackathon of sorts was held where hundreds of developers came together with cool ideas for ChatGPT-based products. However, while ChatGPT is capable of many tasks out of the box, I believe…

Tutorial

9 min read

Dialogue Prompting Over Documents Using ChatGPT API
Dialogue Prompting Over Documents Using ChatGPT API
Tutorial

9 min read


Published in Towards AI

·Mar 4

ChatGPT API 101 — A Beginner’s Guide

OpenAI just released the ChatGPT (GPT-3.5) API! This tutorial goes into the various ways you can use the ChatGPT API to turbo-charge your application. — OpenAI just released their ChatGPT API (called GPT-3.5). This is a game changer for developers and businesses that are actively using the ChatGPT web app or using the older GPT-3 APIs like Davinci to serve customers. And the best part — it is 1/10th the cost of their GPT-3 Davinci…

AI

8 min read

ChatGPT API 101 — A Beginner’s Guide
ChatGPT API 101 — A Beginner’s Guide
AI

8 min read


Published in Emergent Phenomena

·Feb 22

How Generative AI as a “writing aid” will transform businesses

Introducing AnswerChatAI — an OpenAI powered app that finds “needles in information haystacks” including multilingual Q&A, summarization, and paraphrasing — over custom documents — Unless your stuck under a rock, you’ve probably heard of ChatGPT, and the excitement as well as controversy surrounding it’s release and integration with Bing. In fact, the head of AI at Meta, said this about the LLM hype:

AI

6 min read

How Generative AI as a “writing aid” will transform businesses
How Generative AI as a “writing aid” will transform businesses
AI

6 min read


Published in Towards Data Science

·Feb 6

Extractive vs Generative Q&A — Which is better for your business?

The arrival of ChatGPT hints at a new era of search engines, this tutorial dives into the 2 basic types of AI based question answering — Transformer models introduced in 2017 have led to a breakthrough in solving hard language related tasks. Variations of the original transformer architecture in models like BERT, GPT, etc. trained on large amounts of text data have produced state of the art results on language related tasks.

Data Science

6 min read

Extractive vs Generative Q&A — Which is better for your business?
Extractive vs Generative Q&A — Which is better for your business?
Data Science

6 min read


Published in Towards Data Science

·Jan 20

Transformer Models For Custom Text Classification Through Fine-Tuning

A tutorial on how to build a spam classifier (or any other classifier) by fine-tuning the DistilBERT model — The DistiBERT model was released by the folks at Hugging Face, as a cheaper, faster alternative to large transformer models like BERT. It was originally introduced in a blog post. The way this model works — is by using a teacher-student training approach, where the “student” model is a smaller…

Artificial Intelligence

4 min read

Transformer Models For Custom Text Classification Through Fine-Tuning
Transformer Models For Custom Text Classification Through Fine-Tuning
Artificial Intelligence

4 min read


Published in Emergent Phenomena

·Dec 23, 2022

What are the limits of ChatGPT and current natural language processing?

Taking inspiration from the century old Gödel’s completeness theorem to define the limits of natural language processing and peer into what might the next breakthroughs be… — In the last 5 years, there have been tremendous research breakthroughs in the field of natural language processing. We are starting to reach near human level accuracy in many language tasks including question answering, summarization, dialogue, translation, etc. But what are the limits of natural language processing?

Data Science

7 min read

What are the limits of ChatGPT and current natural language processing?
What are the limits of ChatGPT and current natural language processing?
Data Science

7 min read


Published in Towards Data Science

·Dec 15, 2022

Fine-Tune Transformer Models For Question Answering On Custom Data

A tutorial on fine-tuning the Hugging Face RoBERTa QA Model on custom data and obtaining significant performance boosts — Question Answering and Transformers BERT is a transformer model that took the world by storm in 2019. BERT was trained on unlabeled data by masking words and training the model to predict these masked words based on context. BERT was later fine-tuned on multiple tasks and achieved state of the art performance on many…

Data Science

5 min read

Fine-Tune Transformer Models For Question Answering On Custom Data
Fine-Tune Transformer Models For Question Answering On Custom Data
Data Science

5 min read


Published in Emergent Phenomena

·Dec 11, 2022

Would you trust an algorithm that is 65% accurate in handing out prison sentences?

I’m pretty sure you would not — yet, the flawed COMPAS risk score is being used all the time by U.S. courts. — I’m pretty sure you would not — yet, the flawed COMPAS risk score is being used all the time by U.S. courts. In 2015, the company Northpointe came up with a risk score to help judges in handing out sentences. The Violent Recidivism Scale is used to assess how likely…

Data Science

3 min read

Would you trust an algorithm that is 65% accurate in handing out prison sentences?
Would you trust an algorithm that is 65% accurate in handing out prison sentences?
Data Science

3 min read


Published in Emergent Phenomena

·Nov 24, 2022

What’s the most important asset for tech companies? Hint: it’s not the codebase

Google’s original codebase would likely be worthless today — François Chollet — I don’t know about you — but usually when I think about breakthroughs and imagine what does it take to build something successful with the power to transform society, I think about the ‘thing’ that was built and the person (or the small group of people) who built that thing…

Technology

4 min read

What’s the most important asset for tech companies? Hint: it’s not the codebase
What’s the most important asset for tech companies? Hint: it’s not the codebase
Technology

4 min read

Skanda Vivek

Skanda Vivek

1K Followers

Senior Data Scientist in NLP. Created https://www.answerchatai.com/ to answer context specific questions and extract key knowledge from articles

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