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possible_topics.txt
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possible_topics.txt
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Possible topics:
Session 1:
Logging - Chris
Debugging - Maria
- Strategies
- call stack
- pdb/ipdb
Session 2:
(project outline due)
Unit testing
- unittest
- testing strategies
- fixtures
- mocking
- doctests
- coverage
Code style:
- docstrings
- PEP-8
- linters: pychecker, pylint, pyflakes
Session 3:
Packaging and package building - Chris
Advanced OO
- multiple inheritance / mixins
- super()
Code Reviewing - Maria
Session 4
(code reviews begin)
Advanced OO (cont)
- __new__()
- type(), metaclasses
Unicode
Session 5
Concurrency: -- Maria
- multi threading
- multi processing
Session 6
Asynchronous programming: async / await -- Chris
Session 7
Session 8
Session 9
Session 10
Project Presentations
Optional Topics:
----------------
The conda package system
Persistance and Serialization
SQL Databases (DB-API w/ sqlite, postgres, mysql)
Non-relational DBs (ZODB, MongoDB, BSDdb)
Static Typing
The SciPy stack
- numpy
- scipy
- ipython notebook (Jupyter)
- matplotlib
- pandas
Writing py2/py3 compatible code
Profiling/ Performance
Datetime, time, pytz
C extensions( C API, ctypes, cython )
Reference Counting / Weak references
GUI programming / wxPython
Regular Expressions
C Extensions: Cython, ctypes
Functional Programming