templates/Optimization.html

{% extends "layout.html" %}

{% block content %}
<h1 class="text-4xl font-bold text-gray-800 mb-6">Optimization Method</h1>
<p class="text-gray-600 text-lg mb-8">Optimization (Gradient Descent): Gradient descent is an optimization algorithm used to minimize the error (loss function) of a model during the training process. It is the underlying mechanism that powers the "gradient" aspect of gradient boosting, allowing the models to iteratively improve their performance.</p>
<div class="flex flex-col gap-6">
    <div class="card p-6">
        <h2 class="text-2xl font-semibold text-gray-800 mb-4"></h2>
       <a href="/gradient-descent" class="algorithm-box">Gradient Descent</a>
        </div>
  
{% endblock %}