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Questions and Answers
What is the primary goal of Artificial Intelligence?
Which of the following is an example of Weak AI?
What is the main difference between Machine Learning and Deep Learning?
When was the term 'Deep Learning' first coined?
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What is the primary application of Artificial Intelligence in social networking sites?
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Which of the following is a type of AI based on capabilities?
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What is the primary goal of Machine Learning?
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What type of data does Deep Learning typically deal with?
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What is the primary goal of Artificial Intelligence?
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What does 'Artificial' in Artificial Intelligence refer to?
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What is the advantage of using Artificial Intelligence in machines?
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What is one of the real-world applications of AI in email services?
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How does AI technology help in ride-sharing applications?
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What is an intelligent machine?
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Why do we need Artificial Intelligence in today's world?
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How effective is Gmail's spam filtering system?
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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.
