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Definitions/Columbia
Machine Learning
Computer Vision
Neural Nets
Natural Language Processing
100

This is the name of the Engineering department from Melissa Cook's alma mater

What is the Fu Foundation School of Engineering and Applied Science

100

What is a common task for Machine Learning?

What is classification


what is clustering

what is reinforcement learning

100
This is how computers and machines "see" the world around us

what is Computer Vision

100

Based off of how the human brain operates

What are Neural Networks

100

NLG is an acronym for

What is Natural Language Generation

200

Columbia University School Mascot

Who is Roar-ee the Lion

200

This course teaches the fundamental ideas of design and analysis of efficient algorithms

What is Algorithms and Machine Learning

200

This multinational technology company headquartered in Cupertino, CA, uses computer vision for Facial ID

Who is Apple

200

3 or more hidden layers

What is Deep Learning

200

NLP is composed of these two systems

What is natural language generation and natural language understanding

300

When a computer or machine possesses some human trait

What is Artificial Intelligence (AI)

300

This "Language" is used to define many ML dictionaries/applications

What is Python

300

This is the year the first image was digitally scanned

What is 1957
300
This program defeated the "Go" board game world champion in 2016

What is AlphaGo

What is Alphabet's DeepMind

300

One of the first applications of NLP (1954 experiment)

What is text translation

400

Columbia alum, created first robotics company

Who is Joseph Engelberger

400

Predicting survivors from the Titanic is an example of this application of ML

What is Classification
400

Amazon Go grocery stores do not have this type of employee present

What are Cashiers

400

An early iteration of Neural Networks, could only work with linear problems

What is the Perceptron

400

AI System developed by IBM to compete in Jeopardy

What is Watson

500

Columbia alum, "Babydaddy", was a prominent member of this glam/rock band

What is the Scissor Sisters

500

The three main areas of Machine Learning

What is Supervised, Unsupervised and Reinforcement Learning

500

Computer Vision forms the basis of the: 

What is the perception problem

500
Neural Network developed in 1959 and is still used by telecommunications industry

MADALINE

500

One application of NLP covered in this curriculum

What is Information Extraction, Machine Translation, Text Generation, Automatic Summarization