Krishna PullakandamGuide to Clustering Algorithms: Strengths, Weaknesses, and EvaluationClustering is an unsupervised learning technique used to group similar data points based on certain criteria. It finds applications in…2 min read·Feb 26, 2024----
Krishna PullakandamRetrieval-Augmented Generation (RAG): Boosting Accuracy and Trust in LLMsLarge language models (LLMs) are everywhere these days. They power the chatbots, the articles we read, and even the creative writing that…2 min read·Jan 30, 2024----
Krishna PullakandamDeciphering the Dance of Words: Causal Language Modeling Unveils the Causality in TextFor centuries, humans have developed language, weaving meaning, and narratives using words. We understand not just the surface layers of…2 min read·Jan 18, 2024----
Krishna PullakandamThe Next Chapter: Generative AI and the Dawn of Interactive StorytellingFor millennia, stories have been the threads that bind humanity, transporting us to fantastical worlds, stirring our emotions, and shaping…2 min read·Dec 20, 2023----
Krishna PullakandamStreaming LLMs: Expanding Language Models with Attention SyncThe challenge of feeding large language models with an unlimited amount of data has been a persistent challenge in the world of artificial…3 min read·Oct 24, 2023----
Krishna PullakandamLIME for Model Interpretability: Shedding Light on the Black BoxThe Challenge of Black-Box Models: Black-box models, such as deep neural networks, are complex machine-learning models that are difficult…2 min read·Oct 20, 2023----
Krishna PullakandamAutomating VM Shutdown on Google Cloud Vertex AI at the End of the DayIn the world of cloud computing, optimizing resources and costs is a critical aspect of managing any project. Google Cloud Vertex AI…3 min read·Oct 17, 2023----
Krishna PullakandamNavigating the Hallucination Highway with Large Language ModelsLarge language models (LLMs) like GPT-3 have taken the digital world by storm, revolutionizing the way we interact with AI-powered text…3 min read·Oct 16, 2023----
Krishna PullakandamXGBoost 2.0: Turbocharging Your Machine Learning ModelsIntroduction: XGBoost, a formidable machine-learning library, has garnered a reputation for its prowess in regression, classification, and…2 min read·Oct 4, 2023--1--1
Krishna PullakandamDeep Learning for Medical Imaging: The Future of HealthcareDeep learning, a subset of machine learning, harnesses the power of artificial neural networks to extract insights from data. It has proven…2 min read·Sep 26, 2023----