What are the fundamental issues in machine learning that must be reconciled and what appears to be the pitfall that machine learning engineers must avoid while developing a machine learning model? in this episode, the host cut right into the critical questions that must be asked before any artificial intelligence developer jump on any project and why the questions must be asked. He further discusses the problem that may arise from evaluating a machine-learning model on the test set.