People
Concepts
Techniques
Languages and Architectures
Terminology
100

This English mathematician and logician formalized the concepts of computation with a machine named after himself and is considered the father of theoretical computer science and artificial intelligence.

Who is Alan Turing?

100

This product uses machine learning.

What is Google Maps, Netflix, or TikTok?

100

This is the process of preparing raw data for machine learning by cleaning, transforming and normalizing.

What is data preprocessing?

100

A popular programming language that is commonly used in machine learning and data science projects.

What is Python?

100

The branch of artificial intelligence that involves teaching computers to learn from data.

What is machine learning?

200

The company that owns ChatGPT.

What is OpenAI?

200

The relationship between machine learning and artificial intelligence.

What is a subfield?

200

A deterministic algorithm in which data is linearly transformed onto a new coordinate system such that the directions capturing the largest variation in the data can be easily identified.

What is principal component analysis (PCA)?


200

The branch of machine learning in which a model is made of connected units that are loosely modeled on the cells in a biological brain.

What is Artificial Neural Networks?

200

The full form of "GPT".

What is "generative pre-trained transformer"?

300

This American computer scientist, who spent his career at Stanford University, is cone of the founders of Artificial Intelligence.

Who is John McCarthy?

300

A comment that is not toxic but is marked as such by the algorithm.

What is a false positive training mistake?

300

The task 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 in some specific sense defined by the analyst.

What is cluster analysis or clustering?

300

An open source programming language for statistical computing and data visualization.

What is R?

300

The metric often used to measure the performance of a machine learning classification model.

What is "accuracy"?

400

This German-American computer scientist, who was a professor at MIT, developed ELIZA, an early program that could chat with the user.

Who is Joseph Weizenbaum?

400

The order of steps for training a machine learning model.

What are data sourcing, data preparation, choice of algorithm, training, testing, and evaluation?

400

Semi-unsupervised learning.

What is a non-existent type of learning?

400

A popular enterprise programming language that includes the Deeplearning library for machine learning.

What is Java?

400

The use of algorithms that are able to perform tasks without being explicitly programmed to do so.

What is the definition of "machine learning"?