This resource is for learners who want to move beyond using machine learning libraries as "black boxes" and understand the core mechanics of how models like neural networks actually learn. We will ...

NOTE: This repository is for learning purposes only. Please follow the Coursera honor code. I've posted the answers here with the intent that it helps with debugging your own code. I encourage you to ...

In the real world, it is very difficult to explain behavior as a function of only one variable, and economics is no different. More specific economic interpretations will be discussed in the next ...

The course will start by laying down the foundation of calculus through the use of intuition-building animations, before generalising these concepts to multi-dimensional systems, where you will ...