Problem
A. Describe what is the Machine Learning, and what is the difference between Machine Learning and Data mining. Provide a real world example of machine learning in action, and explain how it is used.
B. Explain what is a parametric machine learning algorithm and how is it different from a nonparametric machine learning algorithm.
C. Provide and explain 3 examples of parametric machine learning algorithm.
D. Provide and explain 3 examples of nonparametric machine learning algorithms.
E. Discuss which of those 2 algorithm types are more accurate and more flexible.
F. Describe the bias and variants, and provide the example of low /high bias algorithm. Justify your answer, explaining why is your example, an example of low/high bias algorithm.