TQ AI Artificial Intelligence Assessment Questions and Answers

TQ AI Artificial Intelligence Assessment Questions and Answers

Contents

Q. What is the most common language used for writing Artificial Intelligence (AI) models?

Ans: Python

Q. What is a key differentiator of Conversational AI?

Ans: It implements Natural Language Understanding (NLU) and other human-like behaviors to converse and engage with users.

Q. Which case would benefit from Explainable AI principles?

Ans: a doctor depending on an AI-based system to make a diagnosis

Q. What enables image processing, speech recognition, and complex game play in Artificial Intelligence (AI)?

Ans: Deep Learning

Q. Which Artificial Intelligence (AI) term is used to describe extracting information from unstructured text using algorithms?

Ans: Natural Language Processing (NLP)

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Q. An IT Company A Sales team is in conversations with a potential client who has expressed interest in AI solutions for their business. What should the Sales team emphasize to differentiate IT Company A‘s AI capabilities in the marketplace?

Ans: the ability of our AI to generate meaningful results regardless of the amount of data provided

Q. Which business case is better solved by Artificial Intelligence (AI) than conventional programming? Ans: predicting characteristics of high-value customers

Q. What is a key differentiator for IT Company A when delivering Artificial Intelligence (AI) solutions to clients?

Ans: IT Company A’s large number of solutions enables delivery of impact at scale.

Q. Which situation is an enabler for the rise of Artificial Intelligence (AI) in recent years?

Ans: availability of cloud-based, hosted machine learning platforms

Q. What is a major benefit of working with a ready-to-use cloud-based Artificial Intelligence (AI) vendor service?

Ans: decreased barrier to entry

Q. What is a benefit of applying Artificial Intelligence (AI) to IT Company A’s work?

Ans: It will give employees more time to directly interact with clients.

Q. An online video streaming service currently relies on pre-defined categories to help customers navigate through the catalog of available media. After receiving repeated feedback that customers have difficulty finding new relevant content, the client approaches IT Company A to find ways to help enhance their service. How can IT Company A use Artificial Intelligence(AI) to help improve the customer experience?

Ans: by generating recommendations based on the user demographics and viewing history

Q. What is an example of value created through the use of Deep Learning?

Ans: simplifying accountancy by using business rules to create an automated system.

Q. How does Natural Language Understanding (NLU) work?

Ans: by extracting information from unstructured text using algorithms

Q. What can a human still do better and faster than any Machine Learning (ML) solution?

And: judge the quality of any given data

Q. TensorFlow and PyTorch are examples of which type of Machine Learning (ML) platform?

Ans: Open source

Q.A major clothing retailer has requested help enhancing their online customer experience.How can IT Company A apply Artificial Intelligence (AI) to help this client?

Ans: generate recommendations based on customers’ purchase history and fashion trends

Q. A healthcare start-up is using Artificial Intelligence (AI) to test the way a person speaks in order to detect Alzheimer’s disease. The algorithm interprets pauses and differences in pronunciations as markers of the disease. The developers used a dataset that contains only speech samples from native English speakers. What type of bias is present in this example?

Ans: algorithmic bias

Q. Which Artificial Intelligence (AI) term is used to describe extracting information from unstructured text using algorithms?

Ans: Natural Language Processing (NLP)

Q. Which data type is used to teach a Machine Learning (ML) algorithm during structured learning?

Ans: labeled data

Q. What is the fundamental purpose of sentiment analysis on social media?

Ans: to support customers in conveying the desired emotion in their messages

Q. An IT Company A healthcare client is interested in implementing an Artificial Intelligence solution to improve patient care but, is still skeptical about the technology. What is the first step the IT Company A team should take to address the client’s concerns?

Ans: walk the client through the principles of Responsible AI

Q. What is a benefit of applying Artificial Intelligence to IT Company A ’s work?

Ans: It will allow IT company A’s people to perform critical job functions more efficiently and effectively.

Q. Which business case is better solved by Artificial Intelligence (AI) than conventional programming?

  • predicting characteristics of high-value customers
  • sending email notifications for overdue invoices
  • managing a calendar to schedule multiple patients in a single day
  • calculating interest rates for variable-interest rate loans

Ans: predicting characteristics of high-value customers

Q. Which type of Artificial Intelligence (AI) can repeatedly perform tasks of limited scope?

Ans: Narrow AI

Q. Which Artificial Intelligence (AI) term is used to describe extracting information from unstructured text using algorithms?

Ans: Natural Language Understanding (NLU)

Q. An IT Company A Sales team is in conversations with a potential client who has expressed interest in AI solutions for their business. What should the Sales team emphasize to differentiate IT Company A’s AI capabilities in the marketplace?

Ans: the ability of our AI to generate meaningful results regardless of the amount of data provided

Q. What is a major benefit of working with a ready-to-use cloud-based Artificial Intelligence (AI) vendor service?

Ans: decreased barrier to entry

Q. A major retailer wants to enhance their customer experience and reduce losses coming from their supply chain by eliminating ‘left-over’ and ‘out-of-stock’ scenarios. Which type of Artificial Intelligence (AI) solution would be suitable for solving this problem?

Ans: predict the demand for a certain product by analyzing existing data

Q: Which leveraging AI in today’s business landscape, which statement represents the data leveraged for Solutions?

Ans: Quality data is often trapped in silos, and not accessible across client functions.

Q. What is an example of Converstaional AI?

And: Google assistant

Q. IT company A is helping a financial services client improve their online mortgage application process using AI. How can IT company A help the client address the possibility of potentially biased results?

Ans: Simplifying accountancy by using business rules to create an automated system.

Q. Cloud based services can open doors to leveraging AI without dramatically increasing risk , which client is best suited for these kind of opportunities?

Ans: A small or medium business that lacks substantial on-site computing resources.

Q. In which situation would IT Company A apply principles of Responsible AI?

Ans: Ensuring that a new public works project does not harm variable communities.

Q. A healthcare start-up is using Artificial Intelligence (AI) to test the way a person speaks in order to detect Alzheimer’s disease. The algorithm interprets pauses and differences in pronunciations as markers of the disease. The developers used a dataset containing thousands of samples. What type of Machine Learning was not leveraged in this example?

Ans: Deep Learning

Q. A client has gathered a very large amount if operational data .but Struggles with how to apply AI to address its Critical Business Problem , What advice should the IT Company A Team give the client?

Ans: Form a consistent startegy for organising data at enterprise wide level.

Q. A data scientist is writing a Machine Learning algorithm using a large data set. What is produced when the data scientist compiles the code?

Ans: a Bayesian network

Q.What is one way that IT Company A helps clients ensure fairness when applying AI solutions?

Ans: by encouraging clients to collect as much data as possible

Q. A client has gathered a very large amount of operational data, but struggles with how to apply Artificial Intelligence (AI) to address its critical business problems. What advice should the IT Company A team give the client?

Ans: form a consistent strategy for organizing data at an enterprise-wide level

Q. What is an example of Conversational AI?

And: a computer answering a medical patient’s questions and providing health advice

Q. IT Company A has partnered with a global construction company that specializes in building skyscrapers . the company wants better machine uptime mgmt on their build sites. They would also like to improve work site safety. IT Company A is designing an AI solution to address this scenario. What type of data should be used in the Solution?

And: Past maintinance and performance records and worksite conditions.

Q. Which statement is true regading AI?

Ans: Data is the fundamental reason AI succeeds or fails

Q. What is one of four key principles of Responsible AI?

Ans: Decision making process should be transparent and understandable

Q. What is an example pf value created through the use of DEEP Learning?

Ans: Reducing multi language communication friction in a company through automatic language translation.

Q. Company A ’s Applied Intelligence team is building a solution to global construction client better manage machine uptime on their build sites. The IT Company A Team notices that the client to facing a major cultural adoption issue. Which approach will help in addressing the issue?

Ans: Data strategy and operating model

Q. A global construction client approaches IT Company A to help make their decision making processes more transparent and understandable to the stakeholders . Which type pf AI would be appropriate for IT Company A to discuss with the Client?

Ans: Responsible AI

Q. Once Business strategy is defines for AI progam , what should be the first component to consider when buliding AI solutions?

Ans: Dataset

Q. Which describes the state of “weak” vs. “strong” Artificial Intelligence in the marketplace?

Ans: The current state of AI offerings would be classified mostly as “weak” AI at this point.

Q. What are the common applications of Deep Learning in AI?

Ans: Image processing , Language Translation and Complex Game Play

Q. What is an example of value created through the use of Deep Learning?

And: simplifying accountancy by using business rules to create an automated system.

Q. What is the benefit of a self-learning model to IT Company A clients’ work?

Ans: It enables the design of an ideal learning environment for employees.

Q. How long has Artificial Intelligence (AI) existed?

Ans: more than 50 years