aiml-journey.hashnode.devFrom 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...Sep 5, 2025·8 min read
aiml-journey.hashnode.devSolo 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...Jun 29, 2025·25 min read
aiml-journey.hashnode.devVisualising 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...Jun 28, 2025·20 min read
