What is the goal of ML?

Learn patterns to make predictions

What is a neural network?

A model inspired by the human brain

Why use classes in Python?

To group related data and behavior

What is a prompt in AI?

A message given to an AI to get a response

What is inheritance in OOP?

One class using features from another class

Which of these best describes ChatGPT?

A language model that generates text

What does prompt engineering mean?

Crafting inputs to influence AI behavior effectively

What is an object in Python?

An instance created from a class

Can AI make mistakes?

Yes, it can learn wrong patterns

What does the __init__ function do in a class?

Initializes object properties when created

What is classification in ML?

Categorizing classes like dog vs. cat

What helps improve AI responses?

Giving specific and detailed instructions

What is a class in Python?

A blueprint for creating objects

What is regression used for?

Predicting continuous values like price or age

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Python Quiz 3

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Questions 25

Answers

1
What would def bark(self): likely be in a Dog class?
A built-in Python function
A command to call another class
A method for barking
A variable that stores sound
2
What is the goal of ML?
Learn patterns to make predictions
To control how fast code runs
Store and retrieve big data
Automate user input
3
What is a dataset?
A tool for training models
A collection of data
A single input to an algorithm
A training function
4
What happens during training?
The model forgets old data
The model draws conclusions on its own
The model is saved to a file
The model learns from data
5
What is training in ML?
Testing a model on new data
Teaching a model using data
Writing rules for a model to follow
Saving a model after predictions
6
What is a neural network?
A tool for sorting numbers quickly
A set of wires
A model inspired by the human brain
A model inspired by internet
7
Why use classes in Python?
To group related data and behavior
To run code faster
To make variables lowercase
To avoid using for loops
8
What is a prompt in AI?
A bug in the code
A message given to an AI to get a response
A pre-written answer from the AI
The AI’s internal memory storage
9
What does AI stand for?
Auto Input
Artificial Intelligence
Apple Interface
Always Internet
10
What is inheritance in OOP?
A function calling another function
A loop inside a class
One class using features from another class
A variable storing multiple values
11
What does ML stand for?
Machine Learning
Magic Logic
Micro Language
Math Learning
12
What does self refer to?
A class template
The current object
A random number generator
The global variable
13
Which of these best describes ChatGPT?
A language model that generates text
A smart search engine
A scripted chatbot
A data lookup tool
14
What does prompt engineering mean?
Crafting inputs to influence AI behavior effectively
Automating model selection for a task
Debugging errors in chatbot code
Optimizing neural networks using code
15
Does more data always lead to better model training?
No, data must be good too
Only if the model is big
Yes, if you train longer
Yes, more is always better
16
What is an object in Python?
A method inside a class
An instance created from a class
A piece of raw data
A variable that holds functions
17
Can AI make mistakes?
Yes, it can learn wrong patterns
Only during coding
Only when it's offline
No, it's always correct
18
What does the __init__ function do in a class?
Adds new methods to a class
Initializes object properties when created
Stops the class from executing
Adds an object to the memory
19
Which line creates an object from a class Animal?
animal -> new Animal
dog = Animal()
Animal()
class Animal()
20
What is classification in ML?
Mapping data to real-number outputs
Predicting future values
Clustering similar inputs automatically
Categorizing classes like dog vs. cat
21
What’s the first step to build an ML model?
Train the model
Tune settings
Collect data
Pick best algorithm
22
What helps improve AI responses?
Avoiding all punctuation
Giving specific and detailed instructions
Avoid all capital letters
Making prompts shorter
23
What is a class in Python?
A set of functions that run in a loop
A Python package for math
A variable that holds multiple numbers
A blueprint for creating objects
24
What keyword is used to define a class?
def
class
create
def class
25
What is regression used for?
Matching inputs to categories
Grouping users by behavior type
Detecting anomalies in data
Predicting continuous values like price or age

Python Quiz 3 Flashcards | StudBud