(a) What is Gradient Descent and Optimizer in Machine Learning?

(a) What is an Activation function in Machine Learning? (b) Discuss pros and cons of at least three Activation functions.

Show the difference in the interaction of rules, data and answers in machine learning and classical programming.

In paragraph form, discuss the idea that a recurrent neural network is very similar to a recursive function.

The following two publications should be consulted when discussing the use of an AI neural network:

Our toolbox includes a wide range of algorithms that could be used to support a variety of machine learning tasks. Identify three pros and three cons for the use of Support Vector Machines. Describe a scenario in which you would use an SVM over the other algorithms, and why..