When building neural networks, one of the first questions you should ask is: How many trainable parameters does my model have? The number of parameters determines: Model complexity Memory usage Training speed Risk of overfitting In this article, we'll learn how to calculate the number of parameters manually and verify the results using TensorFlow 2.x (Keras) . What Are Parameters? Parameters are the values that the neural network learns during trai...