I welcome you to the session on algorithm's optimization. Here, I'll be your guide in optimizing algorithms for code. Whether you're new to the field or seeking to refine your skills, I'm here to provide you with essential concepts and tools to enhance algorithm performance effectively. Join me in engaging exercises and clear explanations as we embark on this journey together. Let's dive in. You will gain insights into:

1. Understanding Algorithm Efficiency: Exploring Time and Space Complexity.
2. Essential Parameters for Calculating Algorithm Efficiency.
3. Grasping Big O Notation for Performance Evaluation.
4. Applying the Master Theorem for Algorithm Analysis.