ࡱ > bjbjޤ ƴ ƴ 6 Y Y Y Y Y m m m 8 9 m j p = = = = $ B T , $ ! $ ( Y " $ ( Y Y = = = f f f Y = Y = f f f f = `\@ m P F f S 0 f C% C% f C% Y f f ( ( x C% : Undergraduate ProgramsNEW COURSE PROPOSAL1UUPC Approval ________________ UFS Approval __________________ SCNS Submittal ________________ Confirmed _____________________ Banner Posted _________________ Catalog_______________________ Department: Mathematical SciencesCollege: Charles E. Schmidt College of ScienceRecommended Course Identification: Prefix ____STA____________ Course Number _____4235________ Lab Code (L or C) _____ (to obtain a course number, contact HYPERLINK "mailto:mjenning@fau.edu" mjenning@fau.edu) Complete Course Title: Statistical LearningEffective Date (first term course will be offered) ____________________Credits2: 3Textbook Information: Gareth James, Daniela Witten, Trevor Hastie, and Robert Tibshirani (2013), An Introduction to Statistical Learning with Applications in R, First Edition, Springer. (ISBN: 978-1-4614-7137-0)Grading (Select only one grading option): Regular __x____ Pass/Fail ______ Satisfactory/Unsatisfactory ______ Course Description, no more than three lines: This is an introductory-level course in supervised learning with a focus on regression and classification methods. The course will help students to understand basic concepts, ideas, and methods in statistical learning. Considerable amount of effort will also be put on computational aspects of algorithm implementation. Prerequisites w/minimum grade*: STA 4234 or equivalentCorequisites*:Registration Controls (major, college, level)*: *Default minimum passing grade is d-. Prerequisites, corequisites and registration controls will be enforced for all course sections. Minimum qualifications needed to teach this course: PhD in Statistics or Related Fields WAC/Gordon Rule Course3 yes ______ no __X____ WAC/Gordon Rule criteria must be indicated in syllabus. Guidelines: HYPERLINK "http://www.fau.edu/WAC" www.fau.edu/WACGeneral Education Requirement (mark X in front of selection) 4 ___ Written Communication ___ Society/Human Behavior ___ Mathematics/Quant. Reas. ___ Global Citizenship ___ Science/Natural World ___ Creative Expression Must attach the appropriate General Education Course Approval Request: HYPERLINK "http://www.fau.edu/deanugstudies/GeneralEdCourseApprovalRequests.php" www.fau.edu/deanugstudies/GeneralEdCourseApprovalRequests.phpFaculty contact, email and complete phone number: Linfen Qian, HYPERLINK "mailto:Lqian@fau.edu" Lqian@fau.edu, 7-2486Please consult and list departments that might be affected by the new course and attach comments.5 Approved by:Date:1. Syllabus must be attached; syllabus checklist recommended; see guidelines and checklist: HYPERLINK "http://www.fau.edu/academic/registrar/UUPCinfo" www.fau.edu/academic/registrar/UUPCinfo 2. Review Provost Memorandum: Definition of a Credit Hour HYPERLINK "http://www.fau.edu/provost/files/Definition_Credit_Hour_Memo_2012.pdf" www.fau.edu/provost/files/Definition_Credit_Hour_Memo_2012.pdf 3. WAC approval (attach if necessary) 4. Gen. Ed. approval (attach if necessary) 5. Consent of affected departments (attach if necessary) Department Chair: ______________________________________________________ College Curriculum Chair: ________________________________________________College Dean: __________________________________________________________UUPC Chair: ___________________________________________________________Undergraduate Studies Dean: _____________________________ UFS President: ________________________________________ Provost: _______________________________________________________________ _________________ _________________ FAUnewcrseUGRevised September 2013 / 0 1 O P o p IJxmbWLWH h<