3.Understanding Batch Gradient Descent - Machine Learning Explained

In this video, we dive deep into **Batch Gradient Descent**, one of the most fundamental optimization algorithms in machine learning. Whether you're a beginner or looking to brush up on your knowledge, we'll break down how Batch Gradient Descent works, its advantages, and where it fits in the training of machine learning models.
What you'll learn:
What Batch Gradient Descent is and how it works
How the algorithm updates weights in the model using the entire training dataset
The pros and cons of using Batch Gradient Descent
A step-by-step walkthrough of how to implement Batch Gradient Descent in Python
By the end of this video, you'll have a clear understanding of how Batch Gradient Descent helps machine learning models converge to the optimal solution and how it's used in various machine learning tasks like regression and neural networks.
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