Question1.)There are different algorithms used to identify frequent itemsets in order to perform association rule mining such as Apriori, FP Growth and Mafia Algorithm. All algorithms have distinct advantage and disadvantages and need to be chosen given a specific data analysis problem. In your own words, explain the Apriori Algorithm and itâ€™s approach. What are the possible advantages and disadvantages of Apriori Algorithm?
Question2.) According to the authors, privacy and security go hand in hand; and hence, privacy cannot be protected without implementing proper security controls and technologies. Today, organizations must make not only reasonable efforts to offer protection of privacy of data, but also must go much further as privacy breaches are damaging to its customers, reputation, and potentially could put the company out of business. As we continue learning from our various professional areas of practice, its no doubt that breaches have become an increasing concern to many businesses and their future operations. Taking Cyberattacks proliferation of 2011 into context, security experts at Intel/McAfee discovered huge series of cyberattacks on the networks of 72 organizations globally, including the United Nations, governments and corporations. From this research revelation in our chapter 11, briefly state and name the countries and organizations identified as the targeted victims?