AI Foundations for Everyone

Which TWO of the following statements are characteristics of a good AI company? (select two)

(Not) A company with active AI roles A company that is very good at using

Identify the first and last step from Andrew NG's AI Transformation Playbook for helping your origination become good at AI (select two)

(Not) Build Develop

Which of the following TWO statements are true regarding DoD's AI-related policies and guidance. (select two)

(Not) CDAO Has All policies (Not) Because AI Current AI-

Identify the first and last steps from Andrew Ng's AI Transformation Playbook for helping your organization become good at AI (select two)

(Not) Devlope an AI Devlope internal and external

Select the answer that best describes the high-level ordered activities of the Machine Learning Operations (MLOps) cycle. (select one)

(Not) Start by defining the problem; then source and prep the data; then select a learning algorithm and learn form the data; the........

Which ONE of the following ordered statements most accurately describes the high-level workflow of a Machine Learning (ML) project? (select one)

(Not) Train the ML model, collect data, Deploy the ML Mode

What are the five Ethical Principles for AI according to DoD's Responsible AI (RAI) paradigm? (select one)

1. Responsible 2. Equitable 3. Traceable 4. Reliable 5. Governable

Which the following lists of AI descriptors appear within the three definitions of AI that are in-play for DOD? (select two)

Abstracts makes

To combat AI-hype and help determine whether AI might be present in a system, it is important to ask vendors to detail how their AI-systems work. Select ONE request below that is not valuable for this purpose? (select one)

Articulate how the system teaches humans to do statistical analysis

Which ONE of these terms best describes the type of AI used in today's email spam filters, speech recognition, and other specific applications? (select one)

Artificial Narrow Intelligence (ANI)

There are multiple ways to type or categorize AI. Of the three methods discussed, which methods are anthropomorphic? (select two)

Classifying AI by likeness to human intelligence Classifying AI by likeness to the human mnd

Scenario: You are putting together a team to work on an AI-enabled product that will learn from massive quantities of historical data to help warfighters make faster decisions in the field. Good news - project team member roles for 'AI/Data' have recently been added to the DoD Cyber Workforce Framework Tool. Utilize the tool to identify two work roles with skills in 'developing data dictionaries'. (select one)

Data Operations Specialist and Data Steward

Which of the following is the primary goal of Machine Learning? (select one)

Enabling computers to learn form data with little or no explicit instructions.

Imagine you and your team are brainstorming on use cases that might make a good AI project. From among this list, select the THREE starting assumptions that will drive the most beneficial outcome. (select three)

Identify focus understand

AI is likely to replace significant jobs over the coming years, therefore building and participating in a lifelong learning society is recommended. What jobs are most likely to be displaced by AI? (select one)

Jobs that are primary routine, repetitive, or dangerous

Data teams use assessment tools as part of an organized approach to evaluate, improve, and maintain the quality and accessibility of data. Review DoD's one-page Data Quality Dimensions Tool (and) the one-page VAULTIS Framework Tool and assess why it is important for DoD data teams to use elements of both tools. Select the answer that best represents the essence and purpose of both tools. (select one)

Longest answer

Which of the following best describes how Machine Learning (ML) tries to learn in ways similar to how humans learn? (select one)

ML follows a 3-stage process ML becomes trained because

Using the DoD RAI Strategy & Implementation Pathway, identify which TWO statements are most correct about DoD's Responsible AI (RAI) paradigm? (select two)

RAI is a journey to trust Harnessing new technology is lawful, ethical, responsible and accountable way is core to DoD's Ethos.

Which ONE of these statements regarding data are true? (select one)

Some types of data are more

Which of the following is not true regarding ML learning methodologies? (select one)

Supervised learning uses unannotated data that requires a human to always supervise the actions of the machine.

The importance of maintaining a balanced view toward AI systems that is neither too optimistic nor too pessimistic is known as: (Select one)

The Goldilocks Rule for AI

Which TWO of the following statements about Data Science are true? (select two)

The output of a data Science project is typically a presentation that summarizes conclusions. It is the science of extracting knowledge and valuable insight from data.

Which of the following statements is true regarding the definition of Artificial Intelligence (AI)? (select one)

There is no solid, commonly-accepted definition of AI.

What is the primary purpose of making a variety of open-source machine learning frameworks (such as TensorFlow, PyTorch, and Keras) available to ML development teams? (select one)

To help AI development teams be more efficient about how they write software.

TRUE or FALSE? If an AI-Machine Learning system learns from text that reflects unfair biases, then the resulting AI software is likely to exhibit and amplify similarly unfair biases.

True

magine you and your team are brainstorming on use cases that might make a good AI project. From among this list, select the THREE starting assumptions that will drive the most beneficial outcome. (select three)

Understand Focus Identify

AI talent is scarce. Which of the following approaches are helpful to bridging the AI talent gap? (select all that apply)

Up-Skill Start Provide access Build organization Provide opportunities

Identify TWO use cases that are more likely to be a good candidates for Machine Learning. (select two)

Use ML to analyze terrain, weather, enemy movements, world events, past missions, resource availability, and goals to potential m...... Use ML to analyze televisions viewing habits,