prakhartechinsights.hashnode.devTF-IDF Vectorization: A Comprehensive GuideIntroduction TF-IDF (Term Frequency-Inverse Document Frequency) is a statistical measure used in natural language processing (NLP) and information retrieval to evaluate the importance of a word in a document relative to a collection of documents (cor...Jan 30, 2025·3 min read
prakhartechinsights.hashnode.devUnlocking the Power of Databricks: A Unified Analytics PlatformIntroduction to Databricks Databricks is a powerful cloud-based platform designed to unify data science, engineering, and business analytics. Built on Apache Spark, Databricks helps companies perform big data analytics at scale by simplifying process...Sep 18, 2024·4 min read
prakhartechinsights.hashnode.devExploring Generative AI Using the Retrieval-Augmented Generation (RAG) FrameworkIntroduction to Generative AI and RAG Framework Generative AI models have revolutionized how we approach tasks like text generation, question answering, and summarization. These models, often based on transformers, produce highly coherent and context...Sep 18, 2024·4 min read
prakhartechinsights.hashnode.devGenerative AI and Large Language Models (LLMs): Revolutionizing Communication and CreativityIntroduction to Generative AI Generative AI refers to artificial intelligence systems designed to create new content from existing data. Unlike discriminative models that classify or predict outcomes based on input data, generative models generate ne...Jul 25, 2024·4 min read
prakhartechinsights.hashnode.devExploring the Power Automate Admin CenterThe Power Automate Admin Center is a vital tool for administrators to manage and monitor their organization's automation efforts. It provides comprehensive control over Power Automate environments, flows, data policies, and user permissions, ensuring...Jul 25, 2024·4 min read
