18 Questions
What is the approximate increase in data volume from the beginning of 2010 to the present?
50-fold
Which of the following AI applications is used to extract useful information from digital images and videos?
Computer Vision
What is the primary goal of data visualization?
To present complex data relationships in an easy-to-understand manner
What is the primary goal of Artificial Intelligence in Robotics?
To provide an intelligent environment for more automation in the robotics industry
Which of the following AI techniques is inspired by the human brain?
Neural Network
What is a key characteristic of machine learning?
It uses statistical methods to recognize patterns in data
What is the primary function of Voice Recognition in AI?
To understand and perform spoken commands
What is the main objective of knowledge extraction?
To extract knowledge from data using various techniques
When is machine learning typically used?
When human expertise does not exist, or is unable to explain their expertise
Which of the following AI applications is used to classify tickets and perform spell checks?
Natural Language Processing
What is the role of artificial intelligence in business applications?
To automate complex business processes
What is the benefit of using data science in business?
To automate business processes and improve operations
What is the primary reason data scientists utilize AI?
Because they have a lot of data that cannot be handled
What is the key difference between data analysis and data analytics?
Data analysis is descriptive, while data analytics is predictive
What is a key benefit of the provided dataset?
It contains a wide range of heights and weights
What type of machine learning algorithm would be needed to predict the weight of a woman of 73 inches based on the provided dataset?
Supervised learning
What is a key skill required for a data scientist?
Strong knowledge of basic statistics and machine learning
What is the relationship between height and weight in the provided dataset?
There is a positive correlation between height and weight
This quiz covers the concepts of artificial intelligence, including computer vision and voice recognition, as well as the rapid growth of data volume. It explores the capabilities of AI systems and tools in extracting useful information from visual and audio inputs.
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