Machine Learning, Optimization, Random Walk, Data Science, Gradient Descent.
your model, they are the parameters that combine together and allow you to make predictions. It is easy to wonder then, what would happen to the quality of your predictions if these parameters had been slightly different. Enter the cost function. This is a function that looks at the squared