Artificial Intelligence Basics

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Questions and Answers

What is the primary goal of Artificial Intelligence?

To enable machines to think without any human intervention (correct)

To solve complex problems like the human brain

To create intelligent machines that can mimic human behavior

To enable machines to learn from past experiences

Which of the following is an example of Weak AI?

General AI

Siri (correct)

Deep Learning Algorithm

Google Assistant

What is the main difference between Machine Learning and Deep Learning?

Machine Learning deals with structured data, while Deep Learning deals with unstructured data (correct)

Deep Learning is a subset of Machine Learning and AI

Machine Learning requires a huge amount of data, while Deep Learning requires less data

Machine Learning is a subset of Deep Learning

When was the term 'Deep Learning' first coined?

2000 Signup and view all the answers

What is the primary application of Artificial Intelligence in social networking sites?

Face recognition and friend suggestions Signup and view all the answers

Which of the following is a type of AI based on capabilities?

General AI Signup and view all the answers

What is the primary goal of Machine Learning?

To enable machines to learn from past experiences Signup and view all the answers

What type of data does Deep Learning typically deal with?

Structured, semi-structured, and unstructured data Signup and view all the answers

What is the primary goal of Artificial Intelligence?

To create intelligent machines that can mimic human behavior Signup and view all the answers

What does 'Artificial' in Artificial Intelligence refer to?

Man-made thinking ability Signup and view all the answers

What is the advantage of using Artificial Intelligence in machines?

We do not need to pre-program the machine to perform a task Signup and view all the answers

What is one of the real-world applications of AI in email services?

Email spam filtering Signup and view all the answers

How does AI technology help in ride-sharing applications?

All of the above Signup and view all the answers

What is an intelligent machine?

A machine that can mimic human behavior Signup and view all the answers

Why do we need Artificial Intelligence in today's world?

To solve complex problems and automate routine work Signup and view all the answers

How effective is Gmail's spam filtering system?

It filters 99.9% of spam mails Signup and view all the answers

Study Notes

What is Artificial Intelligence?

Artificial Intelligence (AI) is a computer science technology that creates intelligent machines that can mimic human behavior.
Intelligent machines can think like humans, behave like humans, and make decisions.
AI is made up of two words, "Artificial" and "Intelligence", meaning "man-made thinking ability".
AI machines can work on their own with programmed algorithms, without pre-programming for a specific task.

Why do we need Artificial Intelligence?

The goal of AI is to create intelligent machines that can mimic human behavior.
AI is needed to solve complex problems, automate routine work, save manpower, and perform various tasks.

Real-world Applications of AI

Google Search Engine uses AI to provide relevant recommendations.
Ride-sharing applications like Uber use AI and machine learning to determine ride type, time, and price.
AI is used in email spam filtering, with Gmail successfully filtering 99.9% of spam mails.
Social networking sites like Facebook, Instagram, and Pinterest use AI for face recognition, friend suggestions, and understanding contextual meaning of emojis.
AI is used in product recommendations on Amazon and personalized recommendations on Netflix.

Difference between AI, Machine Learning, and Deep Learning

Artificial Intelligence (AI) is a technology to create intelligent machines that can mimic human behavior, coined in 1956 by John McCarthy.
Machine Learning (ML) is a subset of AI that learns from past data and experiences, coined in 1959 by Arthur Samuel.
Deep Learning (DL) is a subset of ML and AI that imitates the working of the human brain, coined in 2000 by Igor Aizenberg.
AI deals with structured and semi-structured data, while ML deals with structured and semi-structured data, and DL deals with structured and unstructured data.
AI requires a huge amount of data, ML can work with less data, and DL requires a huge amount of data.

Types of AI

Weak AI or Narrow AI is capable of performing dedicated tasks with intelligence, e.g., Siri.
General AI is the intelligent machine that can perform any intellectual task that a human can.
Based on functionalities, AI can be divided into different types.

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Description

Learn about the basics of artificial intelligence, including intelligent machines and decision making. Understand how AI is different from traditional programming.