FREE AI Engineer: Designing and Implementing an Azure [AI-100] Questions and Answers
Which of the following criteria is used to classify artificial intelligence?
Based on capabilities and functionality, there are two basic categories for artificial intelligence. Artificial Narrow Intelligence (ANI), Artificial General Intelligence (AGI), and Artificial Super Intelligence are three categories based on capacity (ASI). Reactive machinery, limited memory, theory of mind, and self-awareness are the four functional divisions.
Which one of the following is an artificial intelligence subfield?
One of the key subfields of artificial intelligence is machine learning. The subfields include NLP, Robotics, Computer Vision, and Neural Networks. We create or train ML models in machine learning to do particular tasks.
Which of the following uses artificial intelligence?
The field of NLP and Text Analysis, which includes text recognition and sentiment analysis, includes language comprehension and problem-solving. NLP ML models are primarily trained to process spoken or written human language. voice assistant, for instance.
Which of the following describes an AI component?
Intangible intelligence is made up mostly of five techniques. Learning is the process of acquiring knowledge through comprehension, practice, instruction, or personal experience. Learning is one of the crucial elements because it increases knowledge of any subject.
How many different categories does the artificial intelligence process fall under?
It is categorized into 3 steps Sensing, Reasoning, Acting
i) Sensing: Through the sensor taking in the data about the world
ii) Reasoning: Reasoning is thinking or processing the data sensed by the sensor.
iii) Action: On the basis of input and reasoning, acting is generating and controlling actions in the environment.
The person who created artificial intelligence is who?
John McCarthy was a pioneer in the study of artificial intelligence. He helped coin the term and spent decades teaching computers to understand ideas that come naturally to people.
Artificially Intelligence
The creation of intelligent systems that function and respond similarly to human beings is known as artificial intelligence. A method or element of having the capacity to do tasks in the real world is intelligence. Different types and levels of intelligence exist in people, animals, and some machines.
A product catalog can be searched using the Bing Search service you have. You must locate the following details:
- The locale of the query
- The top 50 query strings
- The number of calls to the service
- The top geographical regions of the service
What should you implement?
Explanation:
The Bing Statistics add-in offers metrics like call volume, top inquiries, API response, code distribution, and market distribution. With the robust slicing and dicing functionality, you can learn more about your consumers' behavior and usage to inform your business strategy better.
You have a database with sales information. Two data streams, Stream1 and Stream2, will be used to process the sales data. Data related to purchase orders will be used in Stream1. Data for reference will be taken from Stream2. CSV files are used to store the reference data. You must suggest an ingestion method for every data stream. Which two remedies ought you to tell? Each accurate response offers a complete solution. NOTE: A point is awarded for each correct choice.
Please select 2 correct answers
You intend to analyze the medical records of patients spread out across the globe. You must suggest an alternative to using the cloud for data processing and storage.
Explanation:
In particular, for developing deep learning issues, the Microsoft Machine Learning Library for Apache Spark (MMLSpark) aids in the creation of scalable machine learning models for massive datasets. The OpenCV library and Microsoft CNTK, two SparkML pipelines that offer end-to-end support for ingesting and processing image input data, image classification, and text analytics using pre-trained deep learning algorithms, are operated by MMLSpark.
What is artificial intelligence's purpose?
The aim of artificial intelligence is to explain different types of intelligence.
Your business has a data center on-site. You want to release an app that uses the Face API to identify a group of people. The model has been honed. You must ensure that all image processing occurs in the on-site data center.
What should you deploy to host the Face API?
Explanation:
A container is a standardized software component that wraps up code and its dependencies to ensure that an application will run swiftly and consistently in different computing environments. An application's code, runtime, system tools, system libraries, and settings are all included in a lightweight, independent, executable package called a Docker container image.
You have a real-time updating Face API solution. On a small dataset, the solution's pilot executes successfully. The performance deteriorates when you try to apply the method to a more extensive dataset constantly changing, lengthening the time it takes to identify existing faces. It would help if you suggested improvements to decrease the time it takes to recognize familiar faces without raising costs. What ought you offer?
You are creating an application that utilizes an Azure Kubernetes Service (AKS) cluster. You are looking into a node problem. It would help if you established an SSH connection to an AKS node. Solution: Select an SSH connection after generating a managed identity for AKS. Is the objective being met?
Explanation:
Instead, you should add an SSH key to the node before establishing an SSH connection.
You must assess the trends in fuel prices over ten years. The solution must show visual representations of anomalous price swings.
Which Azure Cognitive Services API should you use?
Explanation:
Using the Anomaly Detector API, you may use machine learning to track and find anomalies in your time series data. Regardless of your data's sector, scenario, or volume, the Anomaly Detector API adjusts by automatically discovering and applying the best-fitting models to your data. The API establishes limits for anomaly detection, expected values, and which data points are anomalous using your time series data.
What does "AI" mean in its entirety?
Artificial intelligence is referred to as AI. It is utilized to design programs or construct machinery that can think and function like people.