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| STAT 35500 - Statistics For Data Science |
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Credit Hours: 3.00. An introduction to methodologies for data analysis and simulation. Populations and sampling. Distributions and summaries of distributions. Algorithms for sampling and resampling. Foundational statistical concepts including confidence intervals, hypothesis testing, correlation. Introduction to classification and regression. Essential use is made of statistical software throughout. Typically offered Fall Spring.
0.000 OR 3.000 Credit hours Syllabus Available Levels: Undergraduate, Graduate, Professional Schedule Types: Distance Learning, Lecture All Sections for this Course Offered By: College of Science Department: Statistics Course Attributes: Upper Division May be offered at any of the following campuses: West Lafayette Learning Outcomes: 1. Utilize simulations to generate data (statistical simulations). 2. Explain sampling distributions, their properties, and methods for resampling (Statistical Reasoning). 3. Explain foundational concepts such as confidence intervals, hypothesis testing, correlations, etc., and apply these concepts in statistical process (Statistical Concepts). 4. Assess statistical problems, and justify and apply statistical methods used to solve the problem (Statistical Thinking). Restrictions: Must be enrolled in one of the following Majors: Data Science Data Science First Year Data Science Prerequisites: STAT35500 Requisites General Requirements: ( Course or Test: MA 16100 Minimum Grade of C- May not be taken concurrently. ) or ( Course or Test: MA 16300 Minimum Grade of C- May not be taken concurrently. ) or ( Course or Test: MA 16500 Minimum Grade of C- May not be taken concurrently. ) or ( Course or Test: MA 16700 Minimum Grade of C- May not be taken concurrently. ) or ( Course or Test: MA 22300 Minimum Grade of C- May not be taken concurrently. and Course or Test: MA 22400 Minimum Grade of C- May not be taken concurrently. ) or ( Course or Test: MA 22100 Minimum Grade of C- May not be taken concurrently. and Course or Test: MA 22200 Minimum Grade of C- May not be taken concurrently. ) or ( Course or Test: MA 16021 Minimum Grade of C- May not be taken concurrently. and Course or Test: MA 22100 Minimum Grade of C- May not be taken concurrently. ) or ( Course or Test: MA 23100 Minimum Grade of C- May not be taken concurrently. and Course or Test: MA 23200 Minimum Grade of C- May not be taken concurrently. ) or ( Course or Test: MA 16020 Minimum Grade of C- May not be taken concurrently. and Course or Test: MA 23100 Minimum Grade of C- May not be taken concurrently. ) or ( Course or Test: MA 16010 Minimum Grade of C- May not be taken concurrently. and Course or Test: MA 23200 Minimum Grade of C- May not be taken concurrently. ) or ( Course or Test: MA 16010 Minimum Grade of C- May not be taken concurrently. and Course or Test: MA 16020 Minimum Grade of C- May not be taken concurrently. ) |
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