SCsambit choudhuryinaiml-journey.hashnode.dev·Sep 5, 2025 · 8 min readFrom Pixels to Patterns: A Visual Guide to PCAPrincipal Component Analysis (PCA) is a powerful machine learning technique used for dimensionality reduction. At its core, PCA leverages fundamental concepts from linear algebra and statistics to transform a complex dataset into a simpler, lower-dim...00
SCsambit choudhuryinaiml-journey.hashnode.dev·Jun 29, 2025 · 25 min readSolo Prompts to Symphonic AI: Building Multi‑Agent Workflows with CrewAICrewAI is an innovative open-source framework that revolutionizes how we approach complex tasks with AI. Instead of relying on a single, all-knowing AI, CrewAI empowers you to build sophisticated multi-agent systems where specialized Large Language M...00
SCsambit choudhuryinaiml-journey.hashnode.dev·Jun 28, 2025 · 20 min readVisualising Data with Seaborn - A TutorialSeaborn is a powerful Python library built on Matplotlib that helps you create beautiful and informative statistical graphics. This guide will walk you through various Seaborn plot types using the California Housing dataset. Since it's not always eas...00
