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NEW QUESTION 23
What are you doing if you succumb to "overgeneralization" when analyzing data from metrics?
- A. Using limited data in an attempt to support broad conclusions
- B. Using data that is too broad to capture specific meanings
- C. Trying to use several measurements to gauge one aspect of a program
- D. Possessing too many types of data to perform a valid analysis
Answer: B
Explanation:
Explanation/Reference: https://www.researchgate.net/
publication/226716755_The_Impact_of_Overfitting_and_Overgeneralization_on_the_Classification_Accuracy_i n_Data_Mining
NEW QUESTION 24
SCENARIO
Please use the following to answer the next QUESTION:
As they company's new chief executive officer, Thomas Goddard wants to be known as a leader in data protection. Goddard recently served as the chief financial officer of Hoopy.com, a pioneer in online video viewing with millions of users around the world. Unfortunately, Hoopy is infamous within privacy protection circles for its ethically questionable practices, including unauthorized sales of personal data to marketers. Hoopy also was the target of credit card data theft that made headlines around the world, as at least two million credit card numbers were thought to have been pilfered despite the company's claims that "appropriate" data protection safeguards were in place. The scandal affected the company's business as competitors were quick to market an increased level of protection while offering similar entertainment and media content. Within three weeks after the scandal broke, Hoopy founder and CEO Maxwell Martin, Goddard's mentor, was forced to step down.
Goddard, however, seems to have landed on his feet, securing the CEO position at your company, Medialite, which is just emerging from its start-up phase. He sold the company's board and investors on his vision of Medialite building its brand partly on the basis of industry-leading data protection standards and procedures. He may have been a key part of a lapsed or even rogue organization in matters of privacy but now he claims to be reformed and a true believer in privacy protection. In his first week on the job, he calls you into his office and explains that your primary work responsibility is to bring his vision for privacy to life. But you also detect some reservations. "We want Medialite to have absolutely the highest standards," he says. "In fact, I want us to be able to say that we are the clear industry leader in privacy and data protection. However, I also need to be a responsible steward of the company's finances. So, while I want the best solutions across the board, they also need to be cost effective." You are told to report back in a week's time with your recommendations. Charged with this ambiguous mission, you depart the executive suite, already considering your next steps.
You are charged with making sure that privacy safeguards are in place for new products and initiatives. What is the best way to do this?
- A. Hold a meeting with stakeholders to create an interdepartmental protocol for new initiatives
- B. Institute Privacy by Design principles and practices across the organization
- C. Conduct a gap analysis after deployment of new products, then mend any gaps that are revealed
- D. Develop a plan for introducing privacy protections into the product development stage
Answer: D
NEW QUESTION 25
Under the General Data Protection Regulation (GDPR), what must be included in a written agreement between the controller and processor in relation to processing conducted on the controller's behalf?
- A. An obligation on both parties to report any serious personal data breach to the supervisory authority.
- B. An obligation on the processor to report any personal data breach to the controller within 72 hours.
- C. An obligation on both parties to agree to a termination of the agreement if the other party is responsible for a personal data breach.
- D. An obligation on the processor to assist the controller in complying with the controller's obligations to notify the supervisory authority about personal data breaches.
Answer: B
NEW QUESTION 26
SCENARIO
Please use the following to answer the next QUESTION:
Edufox has hosted an annual convention of users of its famous e-learning software platform, and over time, it has become a grand event. It fills one of the large downtown conference hotels and overflows into the others, with several thousand attendees enjoying three days of presentations, panel discussions and networking. The convention is the centerpiece of the company's product rollout schedule and a great training opportunity for current users. The sales force also encourages prospective clients to attend to get a better sense of the ways in which the system can be customized to meet diverse needs and understand that when they buy into this system, they are joining a community that feels like family.
This year's conference is only three weeks away, and you have just heard news of a new initiative supporting it: a smartphone app for attendees. The app will support late registration, highlight the featured presentations and provide a mobile version of the conference program. It also links to a restaurant reservation system with the best cuisine in the areas featured. "It's going to be great," the developer, Deidre Hoffman, tells you, "if, that is, we actually get it working!" She laughs nervously but explains that because of the tight time frame she'd been given to build the app, she outsourced the job to a local firm. "It's just three young people," she says, "but they do great work." She describes some of the other apps they have built. When asked how they were selected for this job, Deidre shrugs. "They do good work, so I chose them." Deidre is a terrific employee with a strong track record. That's why she's been charged to deliver this rushed project. You're sure she has the best interests of the company at heart, and you don't doubt that she's under pressure to meet a deadline that cannot be pushed back. However, you have concerns about the app's handling of personal data and its security safeguards. Over lunch in the break room, you start to talk to her about it, but she quickly tries to reassure you, "I'm sure with your help we can fix any security issues if we have to, but I doubt there'll be any. These people build apps for a living, and they know what they're doing. You worry too much, but that's why you're so good at your job!" You want to point out that normal protocols have NOT been followed in this matter. Which process in particular has been neglected?
- A. Forensic inquiry.
- B. Data mapping.
- C. Vendor due diligence vetting.
- D. Privacy breach prevention.
Answer: C
NEW QUESTION 27
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