@sof202 The website plumbing side of things looks great! It works locally on my machine. Sometimes the cache issues as you mentioned can cause the weird behaviour, as the partial build with jb build . doesnt always refresh the indexing between pages i believe (You can force a complete fresh build with jb clean .). @FinleyGibson Would you also be able to be the reviewer for this PR?

Ah that makes sense. I won't be doing this because a clean build takes ~30 minutes on my machine

🚦 Pa11y Accessibility Report

Running Pa11y on 7 URLs:

file:///__w/CfRR_Courses/CfRR_Courses/_build/html/where_is_my_understanding/coding_languages_quiz.html - 0 errors
file:///__w/CfRR_Courses/CfRR_Courses/_build/html/programme_information/introduction_to_machine_learning.html - 0 errors
file:///__w/CfRR_Courses/CfRR_Courses/_build/html/individual_modules/section_landing_pages/introduction_to_machine_learning.html - 0 errors
file:///__w/CfRR_Courses/CfRR_Courses/_build/html/where_is_my_understanding/introduction_to_machine_learning.html - 0 errors
file:///__w/CfRR_Courses/CfRR_Courses/_build/html/programme_information/python.html - 0 errors
file:///__w/CfRR_Courses/CfRR_Courses/_build/html/course_homepages/python.html - 0 errors
file:///__w/CfRR_Courses/CfRR_Courses/_build/html/where_is_my_understanding/python.html - 0 errors

✔ 7/7 URLs passed

⚠️ Any errors likely originate from the source file (e.g., filename.md, filename.ipynb).

@sof202 @FinleyGibson The accessibility issue present in this PR is down to the colors that JupyterQuiz uses for multile choice correct answers, and so this question:

    {
        "question": "Broadly, what is machine learning?",
        "type": "multiple_choice",
        "answers": [
            {
                "answer": "Machine learning is the field of study that gives computes the ability to learn without being explicitly programmed",
                "correct": true,
                "feedback": "Correct: You could also have 'The science (and art) of programming computers so they learn from data'"
            },
            {
                "answer": "Machine learning is about writing explicit rules and algorithms to solve specific problems",
                "correct": false,
                "feedback": "Incorrect: Machine learning isn't about pre-written rules, but instead learning from data following general patterns"
            },
            {
                "answer": "The science (and art) of programming computers so they learn from data",
                "correct": true,
                "feedback": "Correct: You could also have 'Machine learning is the field of study that gives computes the ability to learn without being explicitly programmed'"
            },
            {
                "answer": "Machine learning is about storing and retrieving vast amounts of data efficiently, like a database system.",
                "correct": false,
                "feedback": "Incorrect: While ML uses data, it is about finding patterns and making predictions from said data, rather than storing/retrieving it."
            }
        ]
    },

The accessibiliy errors stems from the above question in the .json file located in the quizzes directory. I'm currently initiating a discussion upstream with the JupyterQuiz project to address these accessibility concerns and work toward WCAG 2.2 compliance. In the meantime, the most straightforward workaround might be to modify the question so that only one of the answers is marked as true, as it uses an accessible color scheme in that case. Hopefully that is a workable solution that wont impact the quiz to much?

Yeah that's fine, it was just that machine learning isn't a well defined term (and this was expressed in the course). I can rectify this

@sof202 Feel free to include that qualification within the question and have a single answer that composes both of the true answers currently there into a single answer.