PinnedJyotsna ChoudharyFine-Tuning Large Language Models(LLMs)Fine-tuning Large Language Models (LLMs) is a powerful technique that allows us to adapt pre-trained models to specific tasks or domains…Sep 20, 2023Sep 20, 2023
PinnedJyotsna ChoudharyComprehensive Guide to Embeddings : From Word Vectors to Contextualized Representations (Part 2)Note: Feel free to explore the first part of this blog series here to grasp the fundamental concepts of embedding before delving into this…Sep 12, 20231Sep 12, 20231
Jyotsna ChoudharyBuilding and Deploying Coding Assistant for GitHub Repositories: A Step-by-Step Practical GuidePhoto by Volodymyr Hryshchenko on UnsplashMay 11May 11
Jyotsna ChoudharyDealing with Long-Running Tasks in Web Apps: The SSE ApproachHave you ever waited for a webpage to finish a big task, only to see it timeout? It’s frustrating! In a recent project of mine, dealing…Apr 9Apr 9
Jyotsna ChoudharyMastering Reinforcement Learning: A Comprehensive GuideReinforcement Learning (RL) is a powerful paradigm in artificial intelligence that enables agents to learn and make decisions through…Sep 21, 2023Sep 21, 2023
Jyotsna ChoudharyMastering XGBoost: A Technical Guide for Machine Learning PractitionersPhoto by Sergei A on UnsplashSep 20, 20231Sep 20, 20231
Jyotsna ChoudharyComprehensive Guide to Embeddings : From Word Vectors to Contextualized Representations(Part 1)In the field of Natural Language Processing (NLP), our comprehension of language has witnessed significant strides. A key breakthrough has…Sep 11, 2023Sep 11, 2023
Jyotsna ChoudharyConfidence Intervals and Hypothesis Testing: A Data Scientist’s ToolkitIntroductionSep 6, 2023Sep 6, 2023
