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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. For statistics majors and minors, credit should be allowed in no more than one of STAT 30100, 30301, 35000, 35500, 50100, and in no more than one of STAT 50300 and STAT 51100.
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: Undergraduate level MA 16200 Minimum Grade of C- or Undergraduate level MATH 16600 Minimum Grade of C- or Undergraduate level MA 16600 Minimum Grade of C- or Undergraduate level MA 17300 Minimum Grade of C- or Undergraduate level MA 18100 Minimum Grade of C- or Undergraduate level MATH 16400 Minimum Grade of C- or Undergraduate level MA 16400 Minimum Grade of C- or Undergraduate level MATH M2160 Minimum Grade of C- or Undergraduate level MA 16900 Minimum Grade of C- or Undergraduate level MA 22200 Minimum Grade of C- or Undergraduate level MA 16021 Minimum Grade of C- or Undergraduate level MA 16020 Minimum Grade of C- |
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