Published inData Science CollectiveEvolution of Large Language Models (LLMs): From Trasnformers to Agentic AI — Part 2“We are moving from AI that generates text to AI that thinks, retrieves, and acts.”Mar 211Mar 211
Published inData Science CollectiveEvolution of Large Language Models (LLMs): From Trasnformers to Agentic AI — Part 1How did we get from simple text generators to AI that retrieves data, reasons step-by-step, and even improves itself?Mar 191Mar 191
Published inData Science CollectiveUnderstanding Retrieval-Augmented Generation (RAG) and Multi-Retriever SystemsFor those who don’t have the medium subscription, you can access this article for free hereMar 13Mar 13
Published inData And BeyondLQR, DDP, LQG, and Policy Gradient:Understanding CS229(Reinforcement Learning and Control)Mar 6Mar 6
Published inData And BeyondReinforcement learning:Understanding CS229(Reinforcement Learning and Control)For those who don’t have the medium subscription, you can access this article for free here.Feb 23Feb 23
Published inData And BeyondSelf-Supervised Learning and Foundation Models:Understanding CS229(Unsupervised learning)Feb 9Feb 9
Published inData And BeyondPrincipal components analysis and Independent components analysis: Understanding CS229(Unsupervised…For those who don’t have the medium subscription, you can access this article for free here.Feb 7Feb 7
Published inData And BeyondClustering ,k-means algorithm and EM algorithm: Understanding CS229(Unsupervised learning)This article series is based on understanding the mathematical aspects and working of machine learning and deep learning algorithms based…Jan 13Jan 13
Published inData And BeyondRegularization and Model Selection: Understanding CS229( Generalization and Regularization)Nov 22, 2024Nov 22, 2024
Published inData And BeyondGeneralization: Understanding CS229( Generalization and Regularization)This article series is based on understanding the mathematical aspects and working of machine learning and deep learning algorithms based…Nov 14, 2024Nov 14, 2024
