STSCI 5045
Last Updated
- Schedule of Classes - November 21, 2024 7:58PM EST
- Course Catalog - November 21, 2024 7:07PM EST
Classes
STSCI 5045
Course Description
Course information provided by the Courses of Study 2024-2025.
The first part of the course teaches basic Python programming knowledge and skills, such as Python variables, data containers, language controls, functions, objects, class, data structures, regular expressions, graphics, GUI, Jupyter notebook, etc. The second part deals with Python application in statistics (e.g., 2D/3D data visualization and statistical analysis, using some important Python packages for statistical computing and machine learning, for example, Numpy, Scipy, Pandas, and Scikit-learn, etc.) Python-database integration (e.g., access, update and control an Oracle database), and Python web services (e.g., database-driven dynamic webpages using Python CGI scripts). These techniques are utilized in a comprehensive course project.
When Offered Spring.
Prerequisites/Corequisites Prerequisite: STSCI 5060 (or basic SQL programming skill), and one intro statistics course.
Regular Academic Session. Choose one lecture and one discussion. Combined with: STSCI 4060
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Credits and Grading Basis
4 Credits Stdnt Opt(Letter or S/U grades)
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Class Number & Section Details
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Meeting Pattern
- MWF Ives Hall 105
- Aug 26 - Dec 9, 2024
Instructors
Yang, X
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Additional Information
Instruction Mode: In Person
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Class Number & Section Details
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Meeting Pattern
- T Warren Hall 175
- Aug 26 - Dec 9, 2024
Instructors
Yang, X
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Additional Information
Instruction Mode: In Person
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Class Number & Section Details
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Meeting Pattern
- W Upson Hall 225
- Aug 26 - Dec 9, 2024
Instructors
Yang, X
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Additional Information
Instruction Mode: In Person
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