What are the major challenges of Machine Learning? Consider the following data of students’ heights and weights, and suppose that you have to apply machine learning classification technique to...

What are the major challenges of Machine Learning? Consider the following data of students’ heights and weights, and suppose that you have to apply machine learning classification technique to classify Male/Female students’ on the basis of their heights and weights but data shows that there is a class imbalance issue.  Identify class distribution and apply SMOTE technique to resolve the class imbalance issue from the data [Hint: plot scatter graph and then apply SMOTE steps to oversample minority class and undersample majority class]