AI Basics
This is what "AI" stands for
What is Artificial Intelligence?
This type of AI can only perform specific tasks.
What is Narrow AI?
In supervised learning, the machine learns from these labeled examples.
What are training data or examples?
Data that is organized into rows and columns is called this.
What is structured data?
As AI becomes more prevalent, there are concerns about its impact on employment, social structures and the overall well-being of society.
What is societal impact?
The term for when a computer program simulates human reasoning.
What is reasoning or problem-solving?
AI that could perform an intellectual task a human can is called this.
What is Generative AI?
This ML method lets an AI discover patterns without labels.
What is unsupervised learning?
Data that comes from videos, images, or sounds is called this.
What is unstructured data?
This eventually gave way to a renewed interest and investment in the field, paving the way for the next breakthroughs.
What was the AI winter?
It learns from its mistakes and can make those mistakes billions of times faster than any human.
What is AI?
This type of AI focuses on interaction, like Siri or Alexa.
What is conversational AI or virtual assistants?
"Neural networks" were inspired by this part of the human.
What is the brain?
When a dataset doesn't represent all groups fairly it has this.
What is bias?
Fields that were transformed included image recognition, object detection, and scene understanding, with applications in areas like autonomous vehicles and medical imaging.
What is computer vision?
This leverages the power of multi-layered artificial neural networks, inspired by the human brain's architecture.
What is deep learning?
Robots that can walk, talk, or manipulate objects demonstrate this.
What is robotics?
This type of ML uses rewards and punishments to learn.
What is reinforcement learning?
Raw facts and statistics that AI uses to learn are called this.
What is data?
One of the roots of AI is the concept of artificial beings with human-like intelligence has long been a part of human imagination.
What are Ancient Myths?
A set of instructions that are followed to complete a task or solve a problem.
What is an algorithm?
Ai that shows emotions or adapts to emotions is studying this field.
What is affective computing?
This is the term for the ability of an AI to "generalize" to new data.
What is generalization?
Not as rigidly organized as structured date, but it contains tags or markers that can separate different elements and attributes within the data.
What is semi-structured data?
This founding father of AI asked, "Can machines think?" in 1950.
Who is Alan Touring?