IA

Put the steps of human decision making in the correct order. The first step of the process should be placed at the top. Instructions

1. Observation 2. Interpretation 3. Evaluation 4. Decision

steps for how an image of a house can be created using GANs in the correct order.

1. The GAn is fed actual images of houses. 2. The generator is fed random inputs. 3. The generator creates a sample based on these inputs. 4. If the discriminator chooses the real image instead of the generated image, the system will continue to develop/adjust generated images.

According to the Bureau of Labor Statistics, AI-related careers are predicted to increase by __________ percent by the year 2030.

31.4

In a recent study by Deloitte, ________ percent of executives responded they are "not comfortable" using data from advanced AI systems.

67

Select the true statements about supervised learning.

A classification model is designed when machine learning allocates a label value to a specific class and then seeks to recognize these values to decide what categories they fit into. In supervised learning, class labels are used to create the classification model. Supervised learning uses data class labels within data sets that specify what the data represents.

Select the true statements about the process of learning AI.

AI relies heavily on algorithms to process data and create output. AI programs need data to create output.

Select the true statements about how machine learning can be used to solve a problem.

Algorithms created by machine learning take data and answers to questions and use this to develop a machine learning model. Machine learning uses various data inputs to build an algorithm. If-then statements are often used in machine learning models.

Which of the following are guiding principles for the ethical use of AI?

Avoid forming or reinforcing unfair bias in AI systems. Follow laws, rules, and standards covering AI. Design AI technologies that are socially beneficial.

Which of the following are true statements about bias in AI?

Cognitive bias includes conscious or unconscious errors in cognition that impact an individual's judgments, assumptions, and decision making. Biases in AI often result from two factors: cognitive bias or incomplete data. AI bias is defined as variance that exists in the output provided by AI algorithms.

Match the statement about guiding principles for the ethical use of AI to the correct statement.

Design AI technologies that are socially responsible. AI technologies should be advantageous for diverse populations and society as a whole. Avoid forming or reinforcing unfair bias in AI systems. Data sets and algorithms used in AI systems often include (whether intentional or unintentional) unfair or misrepresentational prejudice. Incorporate transparency and accountability concerning AI practices. Choice Disclosure of AI practices, procedures, applications, and methods is encouraged in order to create and maintain a positive AI culture.

Select the true statements about generative adversarial networks (GANs).

GANs are designed to compete against each other (this is why they are termed adversarial) to create artificial instances of data that are interpreted as real data. The neural networks in a GAN include a discriminative network. The neural networks in a GAN include a generative network.

Select the true statements about information architecture.

IA is a crucial component of the overall AI strategy of an organization. Many experts agree that there is no AI without the analysis and implementation of IA. IA is about helping people understand their surroundings and allowing them to find what they're looking for in the real world and online.

Identify the steps in IBM's Ladder Approach to AI.

Infuse Analyze Organize Collect

Match the definition to the correct neural network layer.

Input Layer Data and information from a variety of sources is entered into the neural network through this layer Hidden Layer This layer processes data sent by the input layer or from other associated layers. Outer Layer In this layer, information from the previous layers is analyzed. After this analysis occurs, a final prediction or conclusion is made.

The White House Office of Science and Technology Policy has identified ten principles to consider when articulating regulatory and non-regulatory methods for the development and use of AI. Match the definition to the correct principle.

Interagency Coordination Sharing of experiences and best practices for AI governance should be maintained between governmental agencies. Disclosure and Transparency There must be a method to detect when AI is in use as well as a way to address possible impacts of AI on end-users. Public Participation When financially feasible and including adherence to legal requirements, organizations should allow the public to be part of the AI rule-making processes and procedures. Scientific Integrity and Information Quality The establishment and maintenance of high standards as they relate to AI information quality and decision making can assist in gaining public trust and confidence in AI.

Match the statement to the ethical consideration of AI

Privacy The goal of machine learning practitioners is to design models that garner ideas and insights from data sets without revealing specific or sensitive data found within the data set. Surveillance Countries across the globe have installed millions of cameras to actively monitor public spaces. This rapid deployment of monitoring systems is concerning to many civil rights activists. Bias and Discrimination Bias and discrimination in AI can be intentional or unintentional. The goal is to minimize the occurrence of bias in AI systems. Human Judgement Do humans need to be involved in AI training and for AI systems to optimally run? Should this be a concern?

Which of the following are steps you can take to learn about artificial intelligence (AI)?

Study computer programming languages. Take free online courses and find free online resources covering AI. Learn about the math used in AI.

Which of the following are steps of the Amazon Web Services (AWS) deep learning process?

Train, retrain, and tune the models. Scale and manage the production environment. Choose and optimize the algorithm.

Match the statement about building trust in AI platforms to the correct term/statement.

Transparency Creating output that can be shared with the public about how systems use data and interact with populations should be available. Human Values in AI Humans have to calculate the potential risks and consequences of their actions based on a number of factors, including morals and values. Collaboration Experts agree that a multidisciplinary effort to advance AI is needed. Authorities across many disciplines need to establish a common set of standards and platforms.

Which of the following are steps you can take to learn about artificial intelligence (AI)? Instructions

Understand algorithm procedures and development. Learn about data collection and analysis. Join online AI communities. Take free online courses and find free online resources covering AI.

Select the true statements about unsupervised learning.

Unsupervised algorithms are used to uncover hidden associations within data sets or patterns within data sets that may go unnoticed without the assistance of humans. In unsupervised learning, clustering is used. In unsupervised learning, machine learning algorithms are used to examine and cluster unlabeled data sets.

Identify current business applications and uses of AI.

accounting sales and marketing AIOps

The variance that exists in the output provided by AI algorithms is referred to as AI

bias

Which of the following are Cloud-based AI applications?

chatbots AIaaS IoT

The use of computer models that are designed to simulate human thought processes is referred to as _____ computing and is often used in complex environments where solutions may be ambiguous or difficult to uncover.

cognitive

Which of the following are popular college majors/emphasis areas for college students interested in preparing for a career in AI?

computer science artificial intelligence

The White House Office of Science and Technology Policy has identified ten principles to consider when articulating regulatory and non-regulatory methods for the development and use of AI. Principles identified by the White House Office of Science and Technology include which of the following?

create public trust in AI cost/benefit analysis analysis of safety and security

A type of artificial intelligence that uses data and algorithms to create learning is called ______ learning.

deep

Which of the following are neural network layers?

hidden layer input layer

According to John McCarthy from Stanford University, artificial intelligence (AI) is "the science and engineering of making intelligent machines and intelligent computer programs. It is related to the similar task of using computers to understand ______ intelligence, but AI does not have to confine itself to biologically observable methods."

human

Machine learning systems improve their accuracy gradually through a continual process of learning and rely on ______ interaction and input to assist in creating learning.

human

Which of the following are potential drawbacks of AI?

job losses due to automation privacy concerns

Which of the following are ethical considerations of AI?

privacy human judgement

Many AI and computer science degree paths have inter-related requirements, including coursework in computer programing, especially

python

In which of the following healthcare areas is AI used?

robotic surgery health tracking pharmaceuticals

Which of the following services are provided by Cloud computing networks?

software applications storage processing

Which of the following are popular AI career fields?

user experience AI engineer