Learning how your Machine Learns

At the mention of the term "Machine Learning Algorithms", lots of people get overwhelmed or sometimes scared of what seems like rocket science or something made for a Brainiac (similar to Brainy of The Pinky and the Brain Animes🤣🤣). Alright, retur...