What is AI?
What does the term "AI" stand for?
Artificial Intelligence.
What does the term "algorithm" mean in the context of AI technologies?
An algorithm is a step-by-step set of instructions or rules that a computer follows to perform a specific task.
What is the term for a collection of information that is organized in a way that computers can process and analyze it?
Data.
What are some examples of artificial intelligence that we use on a typical day?
Netflix, Tesla, Siri, ChatGPT
What is a tool(s) similar to ChatGPT?
Google's BARD, Microsoft Bing Chat, etc
Can you provide a simple example of a task that AI is designed to perform?
AI is designed to perform tasks such as recognizing speech, playing games, or recommending movies based on preferences.
How does AI utilize data in the training process, and what is the purpose of training data in machine learning?
In AI, particularly in machine learning, data is used to train models.
What is the difference between qualitative and quantitative data, and can you provide an example of each?
Qualitative data describes qualities and characteristics, often non-numeric (e.g., colors or emotions), while quantitative data consists of numerical values (e.g., heights or weights).
Example of Qualitative data: color of a car
Example of Quantitative data: height of a person
How is A.I used in Teslas?
Autopilot
What is Tableau?
Tableau is a powerful data visualization.
Explain in simple terms what the goal of AI is.
The goal of AI is to create machines that can do tasks that typically require human intelligence, like learning, problem-solving, and understanding language.
In AI, what is the term for the process where machines learn from data to improve their performance on a task?
Machine learning.
In the context of data, what does the acronym "SQL" stand for?
Structured Query Language.
How is A.I used in Netfilx?
Movie Recommendations.
How can Python be used for data?
Can be used for data in various ways, including data analysis, manipulation, and visualization.
Name one AI/ML algorithm.
Linear Regression
Can you provide a simple explanation of what machine learning is and how it differs from traditional programming?
Machine learning is a type of AI that allows computers to learn from data and improve their performance on a task over time. Unlike traditional programming, where explicit instructions are provided, in machine learning, the computer learns patterns and makes decisions without being explicitly programmed.
What is Data Analytics?
The process of inspecting, cleaning, transforming, and modeling data to discover useful information, draw conclusions, and support decision-making. It involves the use of various techniques and tools to analyze datasets and extract meaningful insights, patterns, and trends.
How does AI contribute to improving the recommendations you receive on streaming platforms like Netflix or YouTube?
AI analyzes your viewing history and preferences to suggest movies or videos you might enjoy based on patterns and similarities with other users.
What are some languages or tools are used for Data Analysis? (Provide 1-2 answers)
Python, R, SQL, Scala, MATLAB
Excel, Tableau, Power BI, SAS
Imagine you have a robot that can understand and respond to your questions, play music, and even help you with your homework. Would this robot be an example of narrow AI or general AI? Explain your answer.
This robot would be an example of narrow AI because it is designed for specific tasks like answering questions, playing music, and helping with homework. It doesn't have the ability to perform a wide range of tasks like a human does in all aspects of life.
Can you explain in simple terms the concept of natural language processing and provide an example of where it is used? Can you give example(s)?
Natural Language Processing (NLP) is the ability of a computer to understand and generate human language.
An example is chatbots, like Siri or Alexa, that understand and respond to spoken or written language.
What is Big Data?
Big Data refers to extremely large and complex datasets that exceed the capabilities of traditional data processing methods.
Identify a specific AI feature in smartphones and discuss how it benefits users.
AI-driven facial recognition enhances smartphone security by providing convenient and secure access. Discuss one advantage of this feature.
Who was Cortana?
Microsoft's former voice recognition app.