The study of algorithms that enable the machine to learn from data and to make decisions without the help of humans.

• Machine Learning

• Artificial Intelligence

The ability of a computer to understand human language is called

• NLP

• Computer Vision

• Medical Science

This picture shows an application of ...

• Supervised Learning: Classification

• Unsupervised Learning: Clustering

• Unsupervised Learning: Prediction

• Supervised Learning: Regression

What do you do when AWS model monitor detects a model drift in production?

• Retrain model

• Recheck your data

• Re-evaluate the business problem

• All of the above

Machine Learning has various function representation, which of the following is not numerical functions?

• Linear Regression

• Support Vector Machines

• Neural Network

• Case-based

What kind of learning algorithm for "Facial identities or facial expressions"?

• Recognizing Anomalies

• Prediction

• Generating Patterns

• Recognition Patterns

What kind of dataset is used for final testing of Machine Learning Model?

• Train set

• Validation set

• Test set

• Final set

This picture shows a result of ...

• Supervised Learning: Classification

• Unsupervised Learning: Regression

• Unsupervised Learning: Prediction

• Supervised Learning: Regression

All data is labeled and the algorithms learn to predict the output from the input data. In other words, giving concrete known examples to the computer.

• Dataset

• Supervised learning

• Unsupervised learning

• Classifiers

What AWS tools can you use to monitor models in production?

• Feature Store

• Training Jobs

• SageMaker Debugger

• Clarify