For Artificial Intelligence:

After watching the Machine Learning with scikit-learn, answer the following questions (you need to answer according to what you watched, not from other sources): o What is supervised learning? o What is linear regression? o What is logistic regression? o What are decision trees? o What are bagged trees? o What are random forests? o What is unsupervised learning? o What is K-means clustering? o What is Principal Component Analysis (PCA)? o How to choose a proper machine learning technique/algorithm?

Now, Choose a dataset (except the load_digits dataset) from the following website and apply a proper ML technique/algorithm to generate a result. https://scikit-learn.org/stable/datasets/toy_dataset.html You need to write your own Python code.