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CourseKata Statistics & Data Science I


Core Code Alignment

Mathematics
    Statistics
        07060000010: Statistics (10-12)


Recommendation

Recommended Limited

Evaluation

Explanation Heavy, best suited for students who are going to need deep dives and with coding experience. Could be used Asynchronous, Online students would use this. Heavy reliance on R-coding. If a student was to miss a day then they would be very far behind. This is not a course for students who are struggling with Math. I would recommend this as a supplemental resource for teachers.


Educators Using These Materials

No educators found.

Rubric : Mathematics 2025

Compliance with State Law (Required)
Item 3 - Extensive 2 - Adequate 1 - Inadequate 0 - None
Sensitive Materials and Prohibited Submission 53G-10-103, R277-628 This item has not been graded.
Prohibited discriminatory practices 53G-2-103-5, 53B-1-118 and 67-27-107 This item has not been graded.
Maintaining constitutional freedom in the public schools. 53G-10-202 This item has not been graded.
Free from advertising, e-commerce, or political interest This item has not been graded.
Focus and Coherence: Non-Negotiable
Item 3 - Extensive 2 - Adequate 1 - Inadequate 0 - None
Non-negotiable materials must focus coherently on the Major Work of the grade in a way that is consistent with the progressions in the standards. Student and teachers using the materials as designed devote the majority of time to the Major Work of the grade. Supporting Work enhances focus and coherence simultaneously by also engaging students in the Major Work of the grade. Materials follow the grade-by-grade progressions in the Standards. Content from previous or future grades does not unduly interfere. Lessons that only include mathematics from previous grades are clearly identified.
It gives a good introduction to Data Science, misses technical details. Teachers would have to supplement.
Rigor and Balance
Item 3 - Extensive 2 - Adequate 1 - Inadequate 0 - None
The materials support the development of students’ conceptual understanding of key mathematical concepts, especially where called for in specific standards or cluster headings. Meets Partially meets N/A Does not meet
Heavily dependent on Coding experience. Students who do not have experience with Coding would find it to be a very high Rigor. Not very many projects for students to get a conceptual understanding.
The materials are designed so that students attain the fluencies and procedural skills required by the Standards. Meets Partially meets N/A Does not meet
Well scaffolded, detailed understanding. Review had many cause and effect examples. Focused on definitions and simple short practices to build coding proficiency. Chunked bigger projects into bite sized pieces.
The materials are designed so that teachers and students spend sufficient time working with applications, without losing focus on the Major Work of each grade. (Are there single and multi-step contextual problems that develop the mathematics of the grade, afford opportunities for practice, and engage students in problem solving?) Meets Partially meets N/A Does not meet
Scenario for Scenarios sake. Many of the material was ambiguous and hard to tether to real life examples. A data science class should be more applicable to things students would see in real life.
Standards for Mathematical Practice
Item 3 - Extensive 2 - Adequate 1 - Inadequate 0 - None
Materials address the practice standards in such a way as to enrich the Major Work of the grade; practice standards strengthen the focus on Major Work instead of detracting from it, in both teacher and student materials. Meets Partially meets N/A Does not meet
Goals were clear and assignments were scaffolded, there were no additional supplements for teachers. Resources were limited. Multiple choice answers were able to be manipulated. Get the question right but not have mastered the material. Struggling to promote authentic learning.
Tasks and assessments of student learning are designed to provide evidence of students’ proficiency in the Standards of Mathematical Practice. Meets Partially meets N/A Does not meet
Materials support the Standards’ emphasis on mathematical reasoning. Meets Partially meets N/A Does not meet
Access to the Standards for All Students
Item 3 - Extensive 2 - Adequate 1 - Inadequate 0 - None
Support for English Language learners and other special populations is thoughtful (evidence-based) and helps those students meet the same Standards (and rigor) as all other students. The language in which problems are posed is carefully considered. Meets Partially meets N/A Does not meet
User friendly, was approachable. No translation services for English Language learners. There were no interventions or alternative explanations for students that are struggling to understand concepts.
Materials provide scaffolding, differentiation, intervention, and support for a broad range of learners with gradual removal of supports, when needed, to allow students to demonstrated their mathematical understanding independently. Meets Partially meets N/A Does not meet
Design of lessons incorporates strategies such as using multiple representations, deconstructing/reconstructing the language of problems, providing suggestions for addressing common student difficulties, etc. to ensure grade-level progress for all learners. Meets Partially meets N/A Does not meet
Ethnic Studies- (Ethnic studies in core standards and curriculum should be a narrowly tailored incorporation of age-appropriate opportunities that naturally arise through education without pretextual effort in courses, programs, or activities where ethnic studies is not a primary focus. The material should incorporate a curriculum of people and cultures that reflect the state’s various demographics without commentary that seeks to violate the neutrality standard established in codes: 53B-1-118, 53G-2-103, 53G-2-104, 53G-2-105, 67-27-107, This item has not been graded.
Shared Values and Character Traits This item has not been graded.
Assessment
Item 3 - Extensive 2 - Adequate 1 - Inadequate 0 - None
Multiple measurements of individual student progress occur at regular intervals ensuring success of all students. Meets Partially meets N/A Does not meet
They do occur at regular intervals but there are not multiple measurements. The questions were too easy to manipulate, and there were no deep dive questions to further a student's understanding.
Assessments measure what students understand and can do through well designed mathematical tasks and applications. Meets Partially meets N/A Does not meet
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