Ishika GargLinear RegressionToday, we’re diving into the math behind one of the most fundamental models in machine learning: linear regression. This is the first model…Aug 153Aug 153
Ishika GargRAGRAG stands for Retrieval-Augmented Generation. It’s a game-changer when working with LLMs.Jul 174Jul 174
Ishika GargVector DatabaseIn the world of databases, we’re all familiar with traditional databases like RDBMS. But have you heard about vector databases? Unlike…Jul 33Jul 33
Ishika GargLLM ModelsLLMs are a category of foundation models trained on large amounts of data (such as books, articles, etc.), enabling them to understand and…May 303May 303
Ishika GargFoundation ModelFOUNDATION MODEL is a versatile machine learning model that has been pre-trained on a vast amount of unlabelled, and self-supervised data…May 22May 22
Ishika GargTransformersWe’re exploring the realm of Deep Learning, focusing on the pivotal role that “transformers” play in driving advancements in AI, rather…May 113May 113
Ishika GargRASA FrameworkRASA stands for “Really Awesome Software Automation “. It is a framework that helps you create chatbots that can understand and respond to…May 53May 53