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Summer 2021
May 08, 2021
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STAT 35500 - Statistics For Data Science
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: Graduate, Professional, Undergraduate
Schedule Types: Distance Learning, Lecture

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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