Gradient Descent in one of the oldest and still popular optimization methods in Neural Network model training. To understand how a neural network works, it is important to understand this optimization method as well. Som this video gives a clear idea about gradient descent and its different types.
This video explains how neural networks work:
• Neural Networks Explai...
And if you want a simple explanation of the working process of a simple linear regression here is the link:
• Simple Linear Regressi...
The cost function options for Regression as mentioned in this video:
• Cost Function Options ...
The cost function for Classification:
• Cost Functions For Cla...
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