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Questions and Answers
What is a primary concern related to digital commerce?
What is a primary concern related to digital commerce?
What issue is described as the 'digital divide'?
What issue is described as the 'digital divide'?
Which of the following is emphasized in digital health and welfare?
Which of the following is emphasized in digital health and welfare?
What rights are outlined within digital law?
What rights are outlined within digital law?
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What aspect of digital privacy involves controlling personal information?
What aspect of digital privacy involves controlling personal information?
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Which system was designed to automatically select and order computer components based on customer specifications?
Which system was designed to automatically select and order computer components based on customer specifications?
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Which of the following is considered the first chatterbot?
Which of the following is considered the first chatterbot?
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What was the primary function of the Stanford Cart?
What was the primary function of the Stanford Cart?
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Which robot is specifically known for vacuuming floors?
Which robot is specifically known for vacuuming floors?
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Which AI technology defeated the world chess champion in 1997?
Which AI technology defeated the world chess champion in 1997?
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Which type of e-commerce involves businesses selling directly to individual consumers?
Which type of e-commerce involves businesses selling directly to individual consumers?
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What is the primary objective of ICT in social networks?
What is the primary objective of ICT in social networks?
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Which form of e-commerce includes selling both physical and digital products?
Which form of e-commerce includes selling both physical and digital products?
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Which type of e-commerce is characterized by consumers providing feedback to businesses?
Which type of e-commerce is characterized by consumers providing feedback to businesses?
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What does G2C stand for in the context of e-commerce?
What does G2C stand for in the context of e-commerce?
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Which of the following is NOT a form of e-commerce listed?
Which of the following is NOT a form of e-commerce listed?
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What benefit does ICT provide in governance through e-governance?
What benefit does ICT provide in governance through e-governance?
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Which of these is a characteristic of mobile e-commerce (M-commerce)?
Which of these is a characteristic of mobile e-commerce (M-commerce)?
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What is the key goal of unsupervised learning?
What is the key goal of unsupervised learning?
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Deep Learning is a subset of Machine Learning that:
Deep Learning is a subset of Machine Learning that:
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What is the input layer in a neural network responsible for?
What is the input layer in a neural network responsible for?
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What does predictive analytics do?
What does predictive analytics do?
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What percentage of global data is unique?
What percentage of global data is unique?
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What are the five Vs of Big Data?
What are the five Vs of Big Data?
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Which robot is designed for underwater exploration?
Which robot is designed for underwater exploration?
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Which AI capability category does Sophia fall under?
Which AI capability category does Sophia fall under?
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What kind of data has a well-defined structure and format?
What kind of data has a well-defined structure and format?
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Which term describes the use of large datasets to improve operations and derive insights?
Which term describes the use of large datasets to improve operations and derive insights?
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What is the main purpose of diagnostic analytics?
What is the main purpose of diagnostic analytics?
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Which of the following is a risk of Artificial Intelligence?
Which of the following is a risk of Artificial Intelligence?
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What is the goal of reinforcement learning?
What is the goal of reinforcement learning?
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What does a user interface in an expert system do?
What does a user interface in an expert system do?
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Which analytics type combines intelligent technologies to mimic human intelligence?
Which analytics type combines intelligent technologies to mimic human intelligence?
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What makes data analytics important in digital processes?
What makes data analytics important in digital processes?
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What is the primary objective of prescriptive analytics?
What is the primary objective of prescriptive analytics?
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Which of the following best represents structured data?
Which of the following best represents structured data?
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What does 'data wrangling' refer to in Big Data Analytics?
What does 'data wrangling' refer to in Big Data Analytics?
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What is a disadvantage of ICT in education?
What is a disadvantage of ICT in education?
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Which AI application is primarily used for facial recognition?
Which AI application is primarily used for facial recognition?
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Which component of Big Data Analytics ensures data accuracy and credibility?
Which component of Big Data Analytics ensures data accuracy and credibility?
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What makes Big Data especially valuable to organizations?
What makes Big Data especially valuable to organizations?
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Which type of AI applies human brain-like intelligence to tasks?
Which type of AI applies human brain-like intelligence to tasks?
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Study Notes
Artificial Intelligence
- Use of computer systems to simulate human mental processes, including language interpretation and generation.
- Coined by John McCarthy in 1956.
- Defined as the science and engineering of creating intelligent machines.
Automation
- Setting up robots to follow predefined rules.
- Setting up robots to make their own decisions based on human input.
Components of Intelligence
- Learning
- Reasoning
- Problem-solving
- Perception
- Language
How Artificial Intelligence Works
- Combines massive datasets with quick, iterative processing and intelligent algorithms.
- Data Input
- Data Processing
- Outcome
- Assessment
- Adjustments
Artificial Intelligence Science
- Aims to create machines that think and act like humans.
- Includes the concepts of perception, logic, and learning.
Machine Learning Categories
- Supervised Learning: Creating models from marked datasets to predict outcomes (e.g., spam filtering, facial recognition).
- Unsupervised Learning: Algorithms identify patterns in unlabeled datasets without human guidance (e.g., recommendation engines, anomaly detection).
- Reinforcement Learning: Models improve performance through feedback data (e.g., games like Chess and Go, autonomous vehicles).
Deep Learning
- A subset of machine learning using complex algorithms and artificial neural networks.
- Uses layered neural networks to perform tasks on vast datasets.
- Improves in accuracy as it processes more training data.
Structure of Artificial Intelligence
- Artificial intelligence encompasses various related technologies functioning together to achieve specific goals.
Deep Learning Structure
- Input layer: Data enters the system.
- Hidden layers: Data is processed and moved to other layers.
- Output layer: Prediction is produced.
History of Artificial Intelligence
- Alan Turing's Turing Test (1950)
- John McCarthy's coining of the term "Artificial Intelligence" (1956)
- Development of key AI concepts and technologies over time.
Big Data Analytics
- Data as a valuable resource; valuable and necessary for modern operations.
- Data is the new "oil" because of its worth and importance in modern operations.
- Processes to find patterns in large datasets, extract meaning, and generate information for insightful decision-making.
- Volume, velocity, variety, veracity, and value define big data characteristics.
Data Analytics Goals
- Predict future outcomes.
- Identify patterns in data.
- Discover relationships between data points.
Data Analytics Types
- Descriptive analytics: Summarizing what has happened.
- Diagnostic analytics: Identifying why something occurred.
- Predictive analytics: Determining what will likely happen.
- Prescriptive analytics: Identifying the best course of action to take.
Types of Data
- Structured data (e.g., databases, spreadsheets).
- Semi-structured data (e.g., JSON files, XML).
- Unstructured data (e.g., images, text files).
Data Analysis Processes
- Data collection, processing, cleaning, and transforming.
- Extraction and creation of insights from raw datasets.
Types of E-commerce
- Business-to-consumer (B2C)
- Business-to-business (B2B)
- Consumer-to-business (C2B)
- Consumer-to-consumer (C2C)
- Government-to-business (G2B)
- Government-to-citizen (G2C)
ICT in Governance
- E-governance uses ICT to provide efficient government services to citizens.
- G2G: Government-to-Government - interactions between government agencies.
- G2C: Government-to-Citizen - interactions between governments and citizens (e.g., online services for citizens).
- G2B: Government-to-Business - interactions between governments and businesses.
Good Digital Citizenship
- Responsible, ethical, and safe use of online resources.
- Encourages positive interactions in the digital sphere.
Bad Digital Citizenship
- Negatively impacts online interactions.
- Includes cyberbullying, misinformation, and general lack of internet safety awareness.
Cybersecurity
- Subset of information technology security, involves protecting systems, networks, and programs from attacks.
- Important for protecting sensitive data and preventing data breaches.
Types of Cybersecurity Threats
- Malware (e.g., ransomware, viruses).
- Social engineering attacks
- Distributed denial-of-service attacks
- Man-in-the-middle attacks
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Description
Test your knowledge on the essential concepts of digital commerce and artificial intelligence. This quiz covers a variety of topics, including digital privacy, e-commerce types, digital health, and famous AI technologies. Challenge yourself to see how well you understand the interplay between technology and commerce.