AIEC Final Exam

1. The legal and policy frameworks that govern the use of AI is known as _____________________________.

2. The processes and structures in place for overseeing and guiding the development and use of AI is known as ___________________.

3. There were several challenges to effective AI governance and regulation mentioned in this lesson. Select the correct answers below.

4. There are several approaches to AI governance and regulation. They are as follows: Select the correct answers.

5. Which of the 3 regulation types involve comprehensive laws, and policies that apply to the use of AI, in all sectors.

6. What is machine learning?

7. What are the three main types of machine learning?

8. Which type of machine learning involves the use of a labeled dataset to make predictions on new, unseen data?

9. Which type of machine learning involves the use of an unlabeled dataset to cluster the data into groups?

10. What is reinforcement learning?

11. Bias in AI refers to what? Select the correct definition as covered in this lesson.

12. Bias in AI can occur due to a number of reasons such as data used to train the system, the algorithms used, or the __________________________. Select the other reasons provided.

13. Using diverse and representative training data, carefully selecting, and designing algorithms, and incorporating fairness constraints into the system design were all mentioned as several ways to ____________.

14. In this lesson we introduced a lightweight framework called TRUST offering 5 ways to mitigate bias in AI systems. Which response below is the correction combination of TRUST’s acronym?

15. Adding an automated form anywhere AI is used so that users can report believed cases of bias in AI systems to tech teams, describes which step below.

16. This lesson mentioned that AI designers and users must be aware of their own biases before they can strive for diversity and inclusion in all aspects of the AI development process. What step in the TRUST Framework helps to ensure this as early as possible?

17. The TRUST step that ensures open communication and dissemination of information around the number of AI bias incidences recorded on a monthly, quarterly or annual basis is handled through which of the below functions? Select the correct answer.

18. The development of computer systems that can perform tasks which normally require human intelligence, such as learning, problem-solving, and decision-making, refers to which of the below terms?

19. True or False: AI has a long history, with early research dating back to the 1950s.

20. AI is being used in a wide variety of fields, including healthcare, finance, education, and even ____________. What was the last field mentioned in this lesson?

21. How does AI differ from traditional computer programs?

22. What is natural language processing (NLP)?

23. NLP involves a wide range of tasks such as text preprocessing and tokenization, named entity recognition and _____________________________. (choose the other example mentioned in this lesson)

24. True or False: Named entity recognition involves identifying and classifying named entities, such as people, organizations, and locations, in a text.

25. What is Part-of-speech tagging?

26. What are some common applications of NLP?

27. Learning new skills that are related to one’s current job or career path is known as ___________________.

28. Learning new skills that are significantly different from one’s current skill set, often for the purpose of pursuing a new career path is known as ___________________.

29. True or false: In the very near future companies who adopt AI and displace workers in the process, could face legal ramifications for not enforcing reskilling or up-skilling strategies and opportunities.

30. The Reskilling/Upskilling strategy which involves tuition reimbursement and paid time off for continuing education is known as:

31. The Reskilling/Upskilling strategy which allows workers to observe and learn from employees who are already working in roles they’re interested in, is known as:

32. What are the four main types of artificial intelligence discussed in lesson 2 around types of AI?

33. Which type of AI is a type of machine learning that uses neural networks with many layers, or “depths,” to analyze and process data?

34. Which type of AI systems use a database of expert knowledge to solve complex problems?

35. Which type of AI involves systems that follow a set of pre-defined rules, to perform a specific task?

36. Which type of AI is based on the structure and function of the human brain?

37. What is computer vision?

38. What does image processing involve?

39. What does feature extraction involve?

40. What does Object recognition and classification involve?

41. How does this lesson define privacy and security concerns in AI?

42. Why did this lesson state there being a greater risk that personal data could be misused, accidentally disclosed, or accessed by unauthorized parties when it comes to AI?

43. True of False: There have been occurrences where AI systems made decisions, or taken actions, that were not transparent or explainable.

44. Implementing robust security measures, such as encryption and access controls, and developing clear policies and procedures for handling personal data helps to protect from:

45. In the lesson around Hands-on AI Activities, one way to get started with AI is to experiment with ______________________. Select the correct answer.

46. In the lesson around Hands-on AI Activities, there are several online platforms such as Kaggle, and Google Colab, that provide access to a wide range of ____________________ and __________________________.

47. Teachers and trainers may decide to use hands-on AI activities to provide real-world examples. These activities can help students and trainees see the relevance and _________________________________________________. Select the correct answer

48. In the lesson around Hands-on AI Activities the lesson mentions a great way to learn from experts is to, share your own knowledge, and/or stay up to date with the latest developments in the AI field is to _____________________________________. Select the correct answers.

49. What is robotics?

50. True or False: Robots are often used in fields such as manufacturing, healthcare, and transportation, where they can improve efficiency and reduce the risk of injury to humans.

51. Which option is NOT a common application of robotics?

52. One of the latest installments of AI sweeping the nation is ChatGPT which stands for ____________________________________________.

53. True or False: ChatGPT is a part of a new generation of AI systems that can converse, generate readable text on demand, and even produce novel images, based on what its learned from a vast database of digital books, online writings, and other media.

54. True or False: Amazon’s Alexa and Apple’s Siri use natural language processing to understand and respond to voice commands. Select the correct answer.

55. What does the word AI impact refer to in this lesson?

56. True or False: The economic impacts of AI include the creation of new real estate developments, as well as new tax breaks and medical coverage, as automation increases.

57. True or False: AI has the potential to improve our efficiency and productivity, leading to economic growth, and the creation of new jobs.

58. True or False: AI does not have the potential to displace certain jobs, leading to unemployment and income inequality.