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Data Science and Statistics 1: A Modeling Approach (P) (4688, 4689)    - PILOT COURSE -


Pilot Site:
 Pilot course for Henry and Mission Bay High Schools. Other schools may not offer this course without prior approval from the Interdivisional Curriculum Committee.

Grade Range:
 10–12
 Prerequisites:
 Integrated Math II A-B
 Course duration:
 Two semesters
Subject area in which graduation credit will be given:
 Third Year Mathematics
 UC subject area satisfied:
 c - Mathematics
Course Description:
 This course emphasizes the High School Common Core State Standards for Statistics and Probability that involve the study of Data Science, as well as AP Statistics and Probability Standards. Students authentically apply the Standards for Mathematical Practice throughout the course. By the end of the course, students will be prepared to explore quantitative and categorical data using numerical and visual summaries with the use of R; to model variation in categorical and quantitative data using the GLM; and to compare and evaluate models in terms of effect size and probabilities.

State Course Code(s):
 9259 - Probability and Statistics (Non-Advanced Placement)
Basic Texts and Teaching Guides:
 Son J, Stigler J, 2020, Introduction to Statistics: A Modeling Approach