https://dipankarnath.pages.dev/tags/education/Recent content in Education on Dipankar NathHugoen-usSat, 20 Jun 2026 00:00:00 +0000https://dipankarnath.pages.dev/posts/ml-visualizer/Sat, 20 Jun 2026 00:00:00 +0000https://dipankarnath.pages.dev/posts/ml-visualizer/<p><strong>ML Visualizer</strong> is an interactive learning platform that turns abstract machine-learning concepts into things you can <em>see and play with</em>. Instead of reading a definition of bias–variance tradeoff, you drag a slider and watch the model curve overfit or underfit in real time.</p> <p><a href="https://majestic-fairy-9b2adc.netlify.app/">🔗 Live demo</a></p> <p><img alt="ML Visualizer dashboard" loading="lazy" src="https://dipankarnath.pages.dev/posts/ml-visualizer/ml-visualizer.png"></p> <h2 id="the-idea">The idea</h2> <p>Most people learn ML from static diagrams and equations. ML Visualizer flips that: every concept is a <strong>hands-on, interactive visualization</strong>. Move a control, and the chart, error metrics, and explanation all update live — so the intuition clicks.</p>