GenAI applications (text, image, code, audio) - Interactive Code Practice

Practice - 5 Tasks

1fill in blank

easy

Complete the code to generate text using a GenAI model.

Prompt Engineering / GenAI

generated_text = model.[1](prompt)

Drag options to blanks, or click blank then click option'

Agenerate

Bpredict

Cfit

Dtrain

Attempts:

3 left

💡 Hint

Common Mistakes

Using 'predict' instead of 'generate' because 'predict' is for classification.

The generate method is used to create new text based on the prompt.

2fill in blank

medium

Complete the code to load a pretrained GenAI image model.

Prompt Engineering / GenAI

image_model = GenAIImageModel.[1]('pretrained-model')

Drag options to blanks, or click blank then click option'

Atrain

Bsave

Cload

Dfit

Attempts:

3 left

💡 Hint

Common Mistakes

Using 'train' which starts training instead of loading.

The load method loads a pretrained model for use.

3fill in blank

hard

Fix the error in the code to generate audio from text.

Prompt Engineering / GenAI

audio_output = audio_model.[1](text_input)

Drag options to blanks, or click blank then click option'

Atrain

Bpredict

Cfit

Dsynthesize

Attempts:

3 left

💡 Hint

Common Mistakes

Using 'predict' which is for classification, not audio generation.

The synthesize method converts text into audio output.

4fill in blank

hard

Fill both blanks to create a code snippet that generates code from a prompt and runs it.

Prompt Engineering / GenAI

generated_code = code_model.[1](prompt)
exec([2])

Drag options to blanks, or click blank then click option'

Agenerate

Brun

Cgenerated_code

Dcode

Attempts:

3 left

💡 Hint

Common Mistakes

Using 'run' as a method on the model, which does not exist.

Use generate to create code, then exec(generated_code) to run it.

5fill in blank

hard

Fill all three blanks to create a dictionary comprehension that maps audio clips to their durations if duration is greater than 5 seconds.

Prompt Engineering / GenAI

audio_durations = {clip: [1] for clip in audio_clips if [2] > [3]

Drag options to blanks, or click blank then click option'

Aclip.duration

C5

Dlen(clip)

Attempts:

3 left

💡 Hint

Common Mistakes

Using 'len(clip)' which may not represent duration.

Use clip.duration to get duration, and filter clips with duration > 5 seconds.