Quiz on Machine Learning & Applications

1. Father of machine learning

• Charles babbage

• Arthur samuel

• John Mc Carthy

• Shamir

Identify the type of learning in which labeled training data is used.

• Semi unsupervised learning

• Supervised learning

• Reinforcement learning

• Unsupervised learning

Machine learning is a subset of which of the following.

• Artificial intelligence

• Deep learning

• Data learning

• None of the above

Identify the successful applications of ML.

• Learning to classify new astronomical structures

• Learning to recognize spoken words

• Learning to drive an autonomous vehicle

• All of the above

Analysis of ML algorithm needs

• Statistical learning theory

• Computational learning theory

• Both A and B

• None of the above

What is true about Machine Learning?

• The main focus of ML is to allow computer systems to learn from experience without being explicitly programmed or human intervention.

• ML is a type of artificial intelligence that extracts patterns out of raw data by using an algorithm or method.

• Machine Learning (ML) is the field of computer science.

• All of the above

Choose whether the following statement is true or false: Artificial intelligence is the process that allows a computer to learn and make decisions like humans.

• True

• False

Which of the following is a goal of clustering algorithms?

• Classification

• Regression

• Dimensionality reduction

• Grouping similar data points together

Which clustering algorithm is based on the concept of centroids?

• K-Means

• DBSCAN

• Agglomerative

Which clustering algorithm does not require specifying the number of clusters in advance?

• K-Means

• DBSCAN

• Agglomerative