0
0
Prompt Engineering / GenAIml~5 mins

Output format control in Prompt Engineering / GenAI - Cheat Sheet & Quick Revision

Choose your learning style9 modes available
Recall & Review
beginner
What is output format control in machine learning?
Output format control means deciding how the results from a model or data process are shown or saved, like choosing if predictions appear as numbers, text, or images.
Click to reveal answer
beginner
Why is controlling output format important?
It helps make sure the results are easy to understand and use, like showing predictions in a clear table or saving images in the right size and type.
Click to reveal answer
beginner
Name two common output formats for machine learning predictions.
Common formats include:<br>1. Numeric arrays (like lists of numbers)<br>2. Text labels (like 'cat' or 'dog')
Click to reveal answer
intermediate
How can you control output format in Python when printing model results?
You can use formatting tools like f-strings to show numbers with set decimal places or convert arrays to readable strings.
Click to reveal answer
beginner
What role does output format control play in user experience?
Good output format control makes results clear and useful, helping users trust and understand the model’s answers easily.
Click to reveal answer
What does output format control help with?
AImproving model accuracy
BMaking results easy to read and use
CCollecting more data
DTraining the model faster
Which is a common output format for classification models?
AAudio files
BRaw images
CText labels like 'spam' or 'not spam'
DDatabase tables
How can you format a floating number to 2 decimals in Python?
AUsing f-string like f'{num:.2f}'
BUsing print(num)
CUsing int(num)
DUsing str(num)
What is NOT a reason to control output format?
ATo help users understand results
BTo save results in a usable way
CTo make results clearer
DTo improve model training speed
Which output format is best for showing probabilities?
ANumbers between 0 and 1
BText labels only
CImages
DRaw data files
Explain what output format control means and why it matters in machine learning.
Think about how results are shown or saved.
You got /3 concepts.
    Describe two ways to control output format when showing model predictions.
    Consider how you make results easy to read.
    You got /3 concepts.