Python for Informatics
Informatics is the study of structure, algorithms, behavior, and interactions of information systems. Its applications are powerful and broad, and include such fields as life sciences, data mining, business analytics, and social computing.
This hands-on course introduces the Python programming language, and is targeted toward students without prior programming experience who are interested in how informatics can be employed to provide solutions to complex, data intensive problems in a variety of scientific and business domains. After learning the core syntax and elements of the Python language, students will gain experience in the fundamentals of network programming, web services, databases and Structured Query Language (SQL), and data visualization.
- Variables, expressions, and statements
- Conditional execution and functions
- Iteration and strings
- Files and lists
- Dictionaries and tuples
- Regular expressions and network programming
- Web services, database connectivity, and Structured Query Language (SQL)
- Data visualization
- Automation through scripting
- Write programs using the core Python language elements
- Create IPython Notebooks to document coding sessions
- Use Python to explore network programming, web services, databases, PySQL, and data visualization
Software: Students will use Python 2.7 and 3.X in this course. There is no additional cost to access this software.
Course typically offered: Online quaterly
Next Steps: Upon completion of this course, consider taking other courses in data science to continue learning.
More Information: For more information about this course, please contact Infotech@ucsd.edu.
Note: For in-class sections, students will need to bring a laptop to class.
Course Number: CSE-41225
Credit: 3.00 unit(s)
Related Certificate Programs: Applied Bioinformatics, Business Intelligence Analysis, Data Mining for Advanced Analytics, Database Management, Python Programming
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9/29/2020 - 11/24/2020
1/12/2021 - 3/9/2021