Create a Standardized Template for Cookbook Chapters

[Likith-Yadav]

Summary: Proposing a structured template for all chapters.

Why: Ensures consistency and easier contributions.

Proposed Format:

---

Chapter Title

1. Introduction

• Briefly introduce the topic and its significance.
• Provide context for why this chapter is important.

2. Learning Objectives

• Clearly state what readers will learn from this chapter.
• Example:
  • Understand the basics of time series forecasting
  • Learn how to use Aeon’s forecasting module

3. Prerequisites

• List any necessary knowledge or tools needed before starting.
• Example: Python, NumPy, Pandas, basic ML knowledge.

4. Step-by-Step Implementation

• Provide a structured explanation with code snippets and examples.
• Use proper Markdown formatting:

python
import numpy as np
print("Hello, world!")

---

[melissawm]

Duplicate of #282

Please contribute in one single issue, not need to open new ones with the same content. Thanks