A startup company makes a specialized ML (machine learning) hardware which trains a model 20 times faster than the normal hardware.

In this assignment, you are to write three paragraphs. Each describes the field of artificial intelligence in a professional context, but the context is different, as we now specify. One paragraph is to be directed to a professional colleague who knows very little about computing in general and AI in particular. Describe to her what a decision tree learner is and what it is intended to do. Make sure to use the language she can understand or define the required terms for her. The second paragraph is directed to a colleague who is a physician. He knows a bit more about computing than your first colleague. Explain to him what an expert system is and how it can be used in the context of medicine. Go into as much detail as you can and use relevant terms from science and computer science. The third paragraph is directed to a colleague who is a computer scientist and has a Ph.D. in AI. Explain to her the issues that you’re having implementing your expert system. Get into the technical details…

Four different machine learning algorithms are shown in this section, which may be used for supervised learning on a given dataset. Give a description of any four variables you may use to help you choose which one to utilize to determine whether or not a tumor is malignant.

Show the difference in the interaction of rules, data and answers in machine learning and classical programming.