AI for comparing schools and programs in AI for Everyone - Mini Project: Build & Apply

AI for Comparing Schools and Programs

📖 Scenario: You want to use AI to help students choose the best school and program for their needs. You will create a simple step-by-step project that shows how AI can organize and compare information about schools and their programs.

🎯 Goal: Build a basic AI awareness project that sets up school data, configures comparison criteria, applies a comparison method, and completes the process to help students decide.

📋 What You'll Learn

Create a dictionary with exact school names and their programs

Add a configuration variable for minimum program rating

Use a loop to filter schools based on the rating

Complete the project by adding a summary variable with the filtered schools

💡 Why This Matters

🌍 Real World

This project shows how AI can help students compare schools and programs by organizing and filtering data based on quality ratings.

💼 Career

Understanding how to structure data and apply filtering logic is useful for roles in education technology, data analysis, and AI-assisted decision making.

1

DATA SETUP: Create a dictionary of schools and their programs

Create a dictionary called schools with these exact entries: 'Greenwood High': {'Math': 8, 'Science': 7}, 'Lakeside Academy': {'Math': 9, 'Science': 6}, 'Hilltop School': {'Math': 7, 'Science': 8}

AI for Everyone

# Create the dictionary called schools with the exact entries
# Your code here

Hint

Use a dictionary with school names as keys and another dictionary for programs and ratings as values.

2

CONFIGURATION: Set a minimum program rating for comparison

Create a variable called min_rating and set it to 7 to use as the minimum rating for programs.

AI for Everyone

schools = {
    'Greenwood High': {'Math': 8, 'Science': 7},
    'Lakeside Academy': {'Math': 9, 'Science': 6},
    'Hilltop School': {'Math': 7, 'Science': 8}
}
# Set the minimum rating to 7
# Your code here

Hint

Just create a simple variable with the number 7.

3

CORE LOGIC: Filter schools with programs meeting the minimum rating

Create a dictionary called filtered_schools that includes only schools where all program ratings are greater than or equal to min_rating. Use a for loop with school and programs to iterate over schools.items().

AI for Everyone

schools = {
    'Greenwood High': {'Math': 8, 'Science': 7},
    'Lakeside Academy': {'Math': 9, 'Science': 6},
    'Hilltop School': {'Math': 7, 'Science': 8}
}
min_rating = 7
# Create filtered_schools dictionary with schools meeting min_rating
# Your code here

Hint

Use a for loop and the all() function to check program ratings.

4

COMPLETION: Add a summary variable with the filtered school names

Create a list called summary that contains only the names of schools from filtered_schools. Use a list comprehension with school for school in filtered_schools.

AI for Everyone

schools = {
    'Greenwood High': {'Math': 8, 'Science': 7},
    'Lakeside Academy': {'Math': 9, 'Science': 6},
    'Hilltop School': {'Math': 7, 'Science': 8}
}
min_rating = 7
filtered_schools = {}
for school, programs in schools.items():
    if all(rating >= min_rating for rating in programs.values()):
        filtered_schools[school] = programs
# Create summary list with names of filtered schools
# Your code here

Hint

Use a list comprehension to get the keys from the filtered_schools dictionary.

Practice

1. What is the main benefit of using AI to compare schools and programs?

easy

A. It quickly analyzes many options based on your preferences.

B. It guarantees the best school without any further research.

C. It replaces all human decision-making completely.

D. It only shows the most expensive programs available.

Solution

1. Step 1: Understand AI's role in comparison

   AI helps by quickly sorting and ranking many schools or programs based on what you want.

2. Step 2: Identify the realistic benefit

   AI speeds up the process but does not replace your own research or guarantee perfect results.

3. Final Answer:

   It quickly analyzes many options based on your preferences. -> Option A

4. Quick Check:

   AI helps speed comparison = A [OK]

Hint: AI speeds up comparing many options fast [OK]

Common Mistakes:

• Thinking AI replaces all human decisions
• Believing AI guarantees the best choice
• Assuming AI only shows expensive options

2. Which of the following is a correct way to describe how AI ranks schools?

easy

A. AI uses your preferences to score and order schools.

B. AI only considers the school's location.

C. AI randomly picks schools without any criteria.

D. AI ignores your input and shows popular schools.

Solution

1. Step 1: Understand AI ranking process

   AI ranks schools by scoring them based on the preferences you provide.

2. Step 2: Eliminate incorrect options

   AI does not pick randomly, ignore your input, or only consider location.

3. Final Answer:

   AI uses your preferences to score and order schools. -> Option A

4. Quick Check:

   AI ranks by preferences = C [OK]

Hint: AI ranks based on your preferences, not randomly [OK]

Common Mistakes:

• Thinking AI picks schools randomly
• Believing AI ignores user input
• Assuming AI only looks at location

3. Consider this scenario: You input your preferences into an AI tool to compare programs. The AI ranks Program X highest because it matches your budget and location but has fewer course options. What is the likely reason for this ranking?

medium

A. The AI only considers course options and ignores budget.

B. The AI made a mistake and ranked incorrectly.

C. The AI balances multiple preferences, prioritizing budget and location.

D. The AI ranks programs randomly without logic.

Solution

1. Step 1: Analyze AI ranking criteria

   The AI considers all your preferences, such as budget, location, and course options.

2. Step 2: Understand priority in ranking

   Since Program X matches budget and location well, AI ranks it higher despite fewer courses.

3. Final Answer:

   The AI balances multiple preferences, prioritizing budget and location. -> Option C

4. Quick Check:

   AI balances preferences = B [OK]

Hint: AI weighs all preferences, not just one [OK]

Common Mistakes:

• Assuming AI ignores some preferences
• Thinking AI ranks randomly
• Believing AI always picks most courses

4. You used an AI tool to compare schools but noticed it ranked a very expensive program highest, even though you set a low budget. What is the most likely error?

medium

A. The AI tool always ranks expensive programs highest.

B. You forgot to input your budget preference correctly.

C. The AI ignores budget preferences by design.

D. The AI tool crashed and gave random results.

Solution

1. Step 1: Check user input accuracy

   If the AI ranked an expensive program highest despite a low budget, the budget preference might not have been entered correctly.

2. Step 2: Understand AI behavior

   AI tools use your inputs; they do not ignore budget or always pick expensive options unless input is missing or incorrect.

3. Final Answer:

   You forgot to input your budget preference correctly. -> Option B

4. Quick Check:

   Incorrect input causes wrong ranking = A [OK]

Hint: Double-check your inputs if results seem wrong [OK]

Common Mistakes:

• Blaming AI for ignoring preferences
• Assuming AI always picks expensive options
• Not verifying input data

5. You want to use AI to compare schools but also want to ensure the results are reliable. Which approach best combines AI use with careful decision-making?

hard

A. Pick the school with the highest tuition because it must be best.

B. Trust AI rankings completely and skip any other research.

C. Ignore AI and choose schools based only on friends' opinions.

D. Use AI rankings as a first step, then research schools yourself before deciding.

Solution

1. Step 1: Understand AI's role as a tool

   AI helps quickly narrow down options but does not replace personal research.

2. Step 2: Combine AI with personal checks

   After AI ranks schools, researching details yourself ensures the choice fits your needs well.

3. Final Answer:

   Use AI rankings as a first step, then research schools yourself before deciding. -> Option D

4. Quick Check:

   Combine AI and research = D [OK]

Hint: Use AI first, then verify with your own research [OK]

Common Mistakes:

• Relying only on AI without checking
• Ignoring AI completely
• Choosing based on price alone