What is Structured Data?

Structured data is organized in a neat format, like tables, making it easy to analyze.

What is Unstructured Data?

Unstructured data lacks specific organization, making it challenging to analyze, such as images and text documents.

What is Semi-structured Data?

Semi-structured data is not as organized as structured data but uses metadata for some level of organization.

What is Natural Language Processing (NLP)?

NLP focuses on processing text and speech inputs to enable computers to understand and generate human language.

What is the difference between NLP, NLU, and NLG?

NLP is the broad term for language interaction, NLU focuses on understanding meaning, and NLG generates human language.

What is Computer Vision?

Computer Vision deals with visual data inputs, enabling computers to interpret and understand images and videos.

What is Machine Learning?

Machine Learning is a subset of AI that focuses on developing algorithms that enable computers to learn from data.

What is Deep Learning?

Deep Learning is an AI function that imitates the human brain's processing of data and creating patterns.

What are the types of Machine Learning?

The types of Machine Learning are Supervised Learning, Unsupervised Learning, and Reinforcement Learning.

What is Supervised Learning?

Supervised Learning is where the model learns from labeled data to make predictions.

What is Unsupervised Learning?

Unsupervised Learning is where the model learns from unlabelled data to find hidden patterns.

What is Reinforcement Learning?

Reinforcement Learning is where an agent learns to make decisions by interacting with an environment to maximize rewards.

What are the benefits of AI?

Benefits include increased efficiency, improved decision-making, enhanced innovation, and progress in science and healthcare.

What are the limitations of AI?

Limitations include job displacement, ethical concerns, lack of explainability, and data privacy issues.

What is the Turing Test?

The Turing Test is a thought experiment proposed by Alan Turing to determine if a machine can exhibit intelligent behavior equivalent to a human.

What is the significance of the Dartmouth Conference?

The Dartmouth Conference in 1956 marked the birth of AI as a field and coined the term 'Artificial Intelligence'.

What is the role of AI in healthcare?

AI aids in drug discovery, medical diagnosis, and personalized medicine, contributing to advancements in healthcare.

What is the importance of data in AI?

Data is crucial for training AI models, as it allows them to learn patterns and make informed decisions.

What is the difference between Machine Learning and Deep Learning?

Machine Learning works on smaller datasets and simpler algorithms, while Deep Learning relies on large datasets and complex neural networks.

What is an example of AI in everyday life?

Examples include virtual assistants like Siri and Alexa, spam detection in emails, and recommendation systems in e-commerce.

What is the impact of AI on job displacement?

AI raises concerns about job displacement, necessitating workforce retraining and upskilling.

What is the significance of ethical considerations in AI?

Ethical considerations address bias in algorithms, potential misuse, and the need for guidelines and regulations.

What is the role of algorithms in AI?

Algorithms are essential for processing data, learning patterns, and making predictions in AI systems.

What is the future potential of Artificial Superintelligence (ASI)?

ASI may lead to self-aware machines, but this capability is far from current AI technologies.

What is the relationship between AI and data privacy?

AI development raises concerns about data privacy due to large-scale data collection and potential security vulnerabilities.

What is the purpose of AI coding projects in education?

AI coding projects help students learn basic coding concepts and develop simple AI models.

What is the significance of AI in decision-making?

AI analyzes vast amounts of data to identify patterns that assist in data-driven decision-making.

What is the role of AI in enhancing creativity?

AI tools can generate new ideas and automate repetitive tasks, allowing humans to focus on creative pursuits.

What is the importance of transparency in AI models?

Transparency is crucial for understanding AI decision-making processes and ensuring accountability.

What is the impact of AI on scientific research?

AI contributes to advancements in scientific research by aiding in data analysis and discovery processes.

What is the significance of hands-on learning experiences in AI education?

Hands-on learning experiences engage students and enhance their understanding of AI concepts and applications.

What is the role of AI in fraud detection?

AI can analyze patterns in data to identify and prevent fraudulent activities in various sectors.

What is the importance of categorizing AI applications?

Categorizing AI applications helps students understand the different domains and functionalities of AI technologies.

What is the significance of AI in the entertainment industry?

AI is used in the entertainment industry for personalized recommendations, content creation, and audience analysis.

What is the role of AI in transportation?

AI enhances transportation through applications like autonomous vehicles and traffic management systems.

What is the significance of AI in finance?

AI is used in finance for risk assessment, fraud detection, and algorithmic trading.

What is the role of AI in education?

AI can personalize learning experiences, automate administrative tasks, and provide insights into student performance.

What is the impact of AI on social media?

AI algorithms analyze user data to personalize content and enhance user engagement on social media platforms.

What is the significance of AI in marketing?

AI helps in targeted marketing by analyzing consumer behavior and preferences to optimize campaigns.

What is the role of AI in environmental sustainability?

AI can analyze data for resource management, climate modeling, and optimizing energy consumption.

What is the importance of interdisciplinary collaboration in AI development?

Interdisciplinary collaboration fosters innovation and addresses complex challenges in AI applications.

What is the significance of AI in cybersecurity?

AI enhances cybersecurity by detecting threats, analyzing patterns, and responding to incidents in real-time.

What is the role of AI in customer service?

AI-powered chatbots and virtual assistants improve customer service by providing instant responses and support.

What is the impact of AI on global economies?

AI has the potential to drive economic growth, create new job opportunities, and transform industries.

Introduction to Artificial Intelligence (AI) Flashcards

Student preview

129 questions

Show all answers

1.

FLASHCARD QUESTION

Front

What is Artificial Intelligence (AI)?

Back

AI is a technology that enables machines to learn patterns and make predictions, significantly impacting how we live, work, and interact.

2.

FLASHCARD QUESTION

Front

What are the distinct domains of Artificial Intelligence?

Back

The distinct domains of AI include Statistical Data, Natural Language Processing (NLP), and Computer Vision.

3.

FLASHCARD QUESTION

Front

What is the global AI market value in 2023 according to Statista?

Back

The global AI market value is 113.60 billion GBP.

4.

FLASHCARD QUESTION

Front

What is Narrow AI?

Back

Narrow AI focuses on single tasks and is rapidly growing in consumer applications, such as voice-based shopping.

5.

FLASHCARD QUESTION

Front

What is Broad AI?

Back

Broad AI acts as a midpoint between Narrow and General AI, capable of handling a wider range of related tasks.

6.

FLASHCARD QUESTION

Front

What is General AI?

Back

General AI refers to machines that can perform any intellectual task a human can, but currently lacks abstract thinking and creativity.

7.

FLASHCARD QUESTION

Front

What are the three types of data?

Back

The three types of data are Structured Data, Unstructured Data, and Semi-structured Data.

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