--- title: "Subhradip Roy (@roysubhradip) | Hashnode" description: "Subhradip Roy (@roysubhradip) writes on Hashnode. Read their latest articles and follow their work." url: "https://hashnode.com/@roysubhradip" --- @roysubhradip # Subhradip Roy @roysubhradip · Joined April 2022 ### [GPT-3 Demystified : Understanding How It Works and What It Can Do](https://roysubhradip.hashnode.dev/gpt-3-demystified-understanding-how-it-works-and-what-it-can-do?utm_source=hashnode&utm_medium=feed) Copilot, a new code-generation tool from GitHub and OpenAI, is now a component of Microsoft Studio Code and autocompletes code snippets. Copilot is built on Codex, a GPT-3 product that was introduced a year ago. The buzz surrounding GPT-3 appears to ... 8 min read · [roysubhradip.hashnode.dev](https://roysubhradip.hashnode.dev/gpt-3-demystified-understanding-how-it-works-and-what-it-can-do?utm_source=hashnode&utm_medium=feed) [Mar 4, 2023](https://hashnode.com/posts/gpt-3-demystified-understanding-how-it-works-and-what-it-can-do/640371bc9cc0c39e24b76084) ### [Deepfake : Separating Fact from Fiction](https://roysubhradip.hashnode.dev/deepfake-separating-fact-from-fiction?utm_source=hashnode&utm_medium=feed) When Seeing is No Longer Believing: How Deepfakes are Reshaping Our World and Challenging Reality : How many times have you seen a video of a renowned person saying something strange that you thought they would never say? How many times have you hear... 5 min read · [roysubhradip.hashnode.dev](https://roysubhradip.hashnode.dev/deepfake-separating-fact-from-fiction?utm_source=hashnode&utm_medium=feed) [Mar 4, 2023](https://hashnode.com/posts/deepfake-separating-fact-from-fiction/6403686155d758e634afc82c) ### [A Beginner's Guide to Diffusion Models: Understanding the Basics and Beyond](https://roysubhradip.hashnode.dev/a-beginners-guide-to-diffusion-models-understanding-the-basics-and-beyond?utm_source=hashnode&utm_medium=feed) From Psychology to Machine Learning : The Evolution of Diffusion Models and Their Impact on Decision-Making : The growth of the Diffusion Model can be attributed to the recent breakthrough in the field of AI generative artworks. In this essay, I'll s... 5 min read · [roysubhradip.hashnode.dev](https://roysubhradip.hashnode.dev/a-beginners-guide-to-diffusion-models-understanding-the-basics-and-beyond?utm_source=hashnode&utm_medium=feed) [Mar 4, 2023](https://hashnode.com/posts/a-beginners-guide-to-diffusion-models-understanding-the-basics-and-beyond/64034fda68c7e1987d0f41c2) ### [Transformers : The Missing Link between Language and Computation](https://roysubhradip.hashnode.dev/transformers-the-missing-link-between-language-and-computation?utm_source=hashnode&utm_medium=feed) Exploring the Depths of Transformers: A Deep Dive into the Inner Workings of NLP's Most Popular Model : New deep-learning models are being launched at an increasing rate, and it can be difficult to keep up with all of the new developments. Yet, one n... 13 min read · [roysubhradip.hashnode.dev](https://roysubhradip.hashnode.dev/transformers-the-missing-link-between-language-and-computation?utm_source=hashnode&utm_medium=feed) [Mar 4, 2023](https://hashnode.com/posts/transformers-the-missing-link-between-language-and-computation/640349309d07a4ba39bc13b1) ### [Understanding the bias-variance trade-off !](https://roysubhradip.hashnode.dev/understanding-the-bias-variance-trade-off?utm_source=hashnode&utm_medium=feed) The bias-variance trade-off, remember? Models perform well for an "intermediate level of adaptability," according to the statement. In this blog, we will explore a different perspective of what the bias-variance trade-off means in terms of model trai... 9 min read · [roysubhradip.hashnode.dev](https://roysubhradip.hashnode.dev/understanding-the-bias-variance-trade-off?utm_source=hashnode&utm_medium=feed) [Feb 2, 2023](https://hashnode.com/posts/understanding-the-bias-variance-trade-off/63dbfcabf80955a0c6c04207)