SubjectsSubjects(version: 953)
Course, academic year 2023/2024
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Introduction to python for pharmacists - GDZPY01
Title: Introduction to python for pharmacists
Guaranteed by: Department of Biophysics and Physical Chemistry (16-16110)
Faculty: Faculty of Pharmacy in Hradec Králové
Actual: from 2023
Semester: both
Points: 0
E-Credits: 0
Examination process: oral
Hours per week, examination: 0/1, Ex [HT]
Capacity: winter:unknown / unknown (unknown)
summer:unknown / unknown (unknown)
Min. number of students: unlimited
4EU+: no
Virtual mobility / capacity: no
Key competences:  
State of the course: taught
Language: English
Teaching methods: full-time
Teaching methods: full-time
Level:  
Note: course is intended for doctoral students only
course can be enrolled in outside the study plan
enabled for web enrollment
you can enroll for the course in winter and in summer semester
Guarantor: Eugen Hruška, Ph.D.
Annotation -
This course aims to teach the basics of the python programming language relevant in pharmaceutical settings. The focus is on practical skills connected to data loading, data processing, creation of graphs and visualizations, and common data analysis approaches.
Last update: Dršatová Dita, Mgr. (17.08.2023)
Literature -

Recommended:

  • Nash, Jessica A. et al. MolSSI Education: Empowering the Next Generation of Computational Molecular Scientists. Computing in Science & Engineering 24.3 (2022): 72-76. https://education.molssi.org/resources.html

Last update: Hruška Eugen, Ph.D. (21.08.2023)
Syllabus -

1) general principles of python, variables, functions, jupyter notebook

2) data loading with pandas

3) creating graphs with matplotlib

4) hierarchical clustering in python

5) dimension reduction with PCA in python

6) linear regression and machine learning in python

7) visualizing molecules in python

Last update: Dršatová Dita, Mgr. (17.08.2023)
 
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