AI and ML techniques

There are many different AI and ML techniques. $10$ were discussed during the course, with their various advantages and disadvantages. Perform research on $5$ of these and answer the following question.

Compare the $5$ techniques researched, in a table, with regards to their advantages and disadvantages. Provide the definition as well as $2$ advantages and $2$ disadvantages for each of the $5$ techniques.