1. Basic Linear Algebra and Back-propagation Knowledge Assessment
The interview will assess basic linear algebra and back-propagation knowledge. You are required to have knowledge of linear algebra and neural network training. Can you explain the key concepts of linear algebra that are essential for understanding neural network training and demonstrate how back-propagation works in the context of training neural networks?