Introduction to Machine Learning

What is the essence of machine learning?

• Processing data

• Storing data

• Organizing data

• Learning from data

What is the term used for algorithms that give computers the ability to learn from data and make predictions?

• Data Science

• Big Data

• Artificial Intelligence

• Machine Learning

What is the name of the process of deciding if a moth is a Luna Moth or an Emperor Moth?

• Recognition

• Classification

• Categorization

• Identification

What is the name of the table showing where a classifier gets things right and wrong?

• Error Chart

• Accuracy Table

• Confusion Matrix

• Decision Matrix

What is the term used for AI that is only intelligent at specific tasks?

• Weak AI

• Narrow AI

• Strong AI

• General AI

What is the name of the machine learning technique inspired by neurons in our brains?

• Random Forests

• Artificial Neural Networks

• Support Vector Machines

• Decision Trees

What is the process of training neural networks using labeled data for training and testing?

• Backpropagation

• Summing

• Weighting

• Biasing

What is the term used for the approach where computers learn by trial and error?

• Reinforcement Learning

• Supervised Learning

• Unsupervised Learning

• Deep Learning

What is the name of the AI developed by Google that plays the board game Go?

• DeepMind

• Siri

• Watson

• AlphaGo

What is the name of the AI developed by IBM that consults and synthesizes information from 200 million pages of content?

• DeepMind

• Watson

• Siri

• AlphaGo