Types of Artificial Intelligence

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24 Questions

What type of AI is capable of performing a specific task better than humans?

Narrow AI

What is the type of AI that can think, puzzle, make judgments, plan, learn, and communicate on its own?

Super AI

Which type of AI system does not store memories or past experiences for future actions?

Reactive Machine

What is an example of a Reactive Machine?

IBM's Deep Blue System

What type of AI stores past experiences or some data for a short period of time?

Limited Memory

What type of AI should understand human emotions, people, and beliefs and be able to interact socially like humans?

Theory of Mind

What type of AI will be smarter than the human mind?

Self-Awareness

What type of AI will have its own consciousness and sentiments?

Self-Awareness

What is required to connect a TV to a Raspberry Pi?

Male HDMI and Adapter

How is power supplied to a Raspberry Pi?

USB connection

What type of cable is used to connect to a Raspberry Pi's Ethernet/LAN port?

RJ45

What instruction set architecture is used in Raspberry Pi?

ARM

Which characteristic involves the facility to respond in an intelligent way to a particular situation?

Intelligence

What brings together everyday objects in IoT?

Connectivity

What type of device transforms electrical signals into physical movements?

Actuators

What type of motor are stepper motors?

DC motors

What is the autonomous acquisition of knowledge through the use of computer programs?

Machine learning

Which of the following is an example of supervised learning?

Classifying email as a spam

What is the term for the branch of science that deals with programming systems to automatically learn and improve with experience?

Machine Learning

Which of the following is not a true statement about embedded systems?

Always contain an operating system

What is the term for the subfield of machine learning that is inspired by the structure and function of the brain?

Deep Learning

Who is credited with inventing machine learning?

Arthur Samuel

What is the term for the ability of a system to be aware of its own internal state and environment?

Self-Awareness

Which of the following is an example of a reactive machine?

A robotic arm

Study Notes

Artificial Intelligence (AI)

  • Narrow AI: can perform a specific task better than humans, examples include playing chess, purchasing suggestions on e-commerce sites, self-driving cars, speech recognition, and image recognition
  • General AI: ability to think, puzzle, make judgments, plan, learn, and communicate on its own
  • Super AI: hypothetical concept of AI, ability to perform any task better than humans with cognitive properties
  • Reactive machine: focuses on current scenarios and reacts as per the best possible action, examples include IBM's Deep Blue system and Google Alpha Go
  • Limited memory: stores past experiences or some data for a short period of time, example includes self-driving cars
  • Theory of mind: understands human emotions, people, and beliefs and can interact socially like humans
  • Self-Awareness: machines will be smarter than the human mind and have their own consciousness and sentiments

Raspberry Pi

  • Has internal memory
  • Uses ARM instruction set architecture
  • Has micro SD card present in all modules
  • Powered through USB connection
  • Uses RJ45 Ethernet/LAN cable
  • Connects to TV using Male HDMI and adapter

Internet of Things (IoT)

  • Empowers IoT by bringing together everyday objects through connectivity
  • Characterized by dynamic nature, enormous scale, and heterogeneity
  • Devices have different hardware platforms and networks
  • Examples of IoT devices include sensors, actuators, and displays
  • Actuators transform electrical signals into physical movements, examples include DC motors, stepper motors, and linear actuators
  • Stepper motors are DC motors that convert electrical energy into mechanical energy

Machine Learning

  • Autonomous acquisition of knowledge through the use of computer programs
  • A branch of science that deals with programming systems to automatically learn and improve with experience
  • Examples include classifying email as spam, labeling webpages based on content, and voice recognition which are examples of supervised learning
  • K-means, self-organizing maps, and hierarchical clustering are examples of unsupervised learning
  • Deep learning is a subfield of machine learning inspired by the structure and function of the brain, also known as artificial neural networks
  • Machine learning was invented by Arthur Samuel

This quiz covers different types of Artificial Intelligence, including Narrow AI, General AI, and Super AI, with examples and definitions.

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