Introduction to Machine Learning Seatwork

What does Artificial Intelligence (AI) refer to?

• The use of statistical methods to find patterns in data

• The intelligence displayed by machines simulating human and animal intelligence

• The explosion of data in the new economy

• The development of computer programs that can teach themselves

What is the relationship between Machine Learning and Artificial Intelligence?

• Machine Learning is a technique to present data visually

• Machine Learning uses statistical methods to find patterns in data

• Machine Learning focuses on the development of computer programs that can teach themselves

• Machine Learning is a subset of Artificial Intelligence based on the idea that machines can learn from data

What is the capability of Artificial Intelligence systems to learn by extracting patterns from data known as?

• Machine Learning

• Trend analysis

• Classification

• Anomaly detection

What does Data Science help evaluate for Machine Learning algorithms?

• Data for statistical machine learning

• Data for robotics

• Data for text analysis

• Data for image processing

Which technique is used to identify cases that are unusual within seemingly homogeneous data?

• Anomaly detection

• Categorization

• Clustering

• Decision making

What is the technique of grouping a set of objects in such a way that objects in the same group are more similar to each other than to those in other groups?

• Categorization

• Decision making

• Anomaly detection

• Clustering

What is the technique aimed at projecting both current and future movement of events through the use of time series data analysis?

• Classification

• Decision making

• Trend analysis

• Anomaly detection

Which technique provides the ability to influence managerial decisions with data as evidence for those possibilities?

• Decision making

• Categorization

• Anomaly detection

• Visualization

What is the application of Machine Learning that involves Optical Character Recognition (OCR)?

• Healthcare

• Robotics

• Image Processing

• Data Mining

Which application of Machine Learning involves the implementation of reinforcement learning in some games?

• Image Processing

• Healthcare

• Text Analysis

• Video Games