Environmental impact of AI in Prompt Engineering / GenAI - Interactive Code Practice

Practice - 5 Tasks

1fill in blank

easy

Complete the code to calculate the total energy consumption of training an AI model.

Prompt Engineering / GenAI

total_energy = num_hours [1] power_usage_per_hour

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

A+

B-

C*

D/

Attempts:

3 left

💡 Hint

Common Mistakes

Using addition instead of multiplication

Dividing instead of multiplying

Energy consumption is calculated by multiplying the number of hours by the power usage per hour.

2fill in blank

medium

Complete the code to convert energy consumption from kilowatt-hours to megajoules.

Prompt Engineering / GenAI

energy_megajoules = energy_kwh [1] 3.6

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

A*

B/

C-

D+

Attempts:

3 left

💡 Hint

Common Mistakes

Dividing instead of multiplying

Adding the conversion factor

1 kilowatt-hour equals 3.6 megajoules, so multiply to convert.

3fill in blank

hard

Fix the error in the code to calculate carbon emissions from energy consumption.

Prompt Engineering / GenAI

carbon_emissions = energy_mj [1] emission_factor

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

A/

B+

C-

D*

Attempts:

3 left

💡 Hint

Common Mistakes

Using addition or division instead of multiplication

Carbon emissions are calculated by multiplying energy used by the emission factor.

4fill in blank

hard

Complete the code to create a dictionary of AI model names and their energy consumption in kWh.

Prompt Engineering / GenAI

energy_dict = {model: energy_kwh for model, energy_kwh [1] models_energy.items()}

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

A:

Bin

Con

D=

Attempts:

3 left

💡 Hint

Common Mistakes

Using '=' instead of ':' in dictionary

Using 'on' instead of 'in' for iteration

Use ':' to map keys to values in a dictionary, and 'in' to iterate over items.

5fill in blank

hard

Fill both blanks to filter AI models with energy consumption above 100 kWh and create a summary dictionary.

Prompt Engineering / GenAI

high_energy_models = {model: energy for model, energy [1] models_energy.items() if energy [2] 100}

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

A:

Bin

C>

D=

Attempts:

3 left

💡 Hint

Common Mistakes

Using '=' instead of ':' in dictionary

Using '<' instead of '>' for filtering

Use ':' to map keys to values, 'in' to iterate, and '>' to filter values above 100.