Weights and biases are model coefficients which need to be initialized before model compilation. This steps require the shape parameter to be determined based on input dataset.
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month, and much more.