Lecture - 3 Gradient Descent

Welcome to the third lecture in our playlist, "Data-Driven Mindsets: A Machine Learning Journey". In this video, we will explore the world of optimization algorithms and show you why they are essential in machine learning.
Through this lecture, you will gain a deep understanding of the need for optimization algorithms, and how they help us find the best possible solution to a given problem. We will delve into one of the most widely used optimization algorithms in machine learning, the gradient descent algorithm.
You will learn how gradient descent works, its various forms, and how it can be applied to a range of machine-learning problems. We'll also cover the challenges of using gradient descent and how to navigate them.
Get ready to be amazed and enlightened as we take you on a journey through the fascinating world of optimization algorithms and teach you about gradient descent in this exciting and informative lecture. Don't forget to hit that like button, share with your friends, and subscribe to our channel for more insightful videos on machine learning and data science.