########### Topic Notes ########### These are assorted notes about particular python topics used in the Python certificate program. Arranged in order of the lessons: See the Canvas or EdX instance for your class for the full lesson descriptions. Py210: Introduction to Python ============================= Lesson 1: Introductions and Setting up your Environment ------------------------------------------------------- .. toctree:: :maxdepth: 1 Class_introduction EnvironmentOverview IPythonIntroduction Py2vsPy3 Git GitWorkflow Submitting_to_github Lesson 2: Basic Python and Functions ------------------------------------ .. toctree:: :maxdepth: 1 BasicPython Functions Recursion Lesson 3: Booleans, Sequences, Iteration, and Strings ------------------------------------------------------ .. toctree:: :maxdepth: 1 Booleans Sequences Iteration Strings Lesson 4: Dictionaries, Sets, and Files --------------------------------------- .. toctree:: :maxdepth: 1 DictsAndSets Files DictionaryAsSwitch Lesson 5: Exceptions, Modules, and Comprehensions ------------------------------------------------- .. toctree:: :maxdepth: 1 NamingThings Modules Documentation Exceptions Comprehensions CollectionsModule Lesson 6: Unit Testing and Advanced Argument Passing ---------------------------------------------------- .. toctree:: :maxdepth: 1 Testing AdvancedArgumentPassing MoreOnMutability Lesson 7: Intro to Object Oriented Programing --------------------------------------------- .. toctree:: :maxdepth: 1 ObjectOrientationOverview PythonClasses SubclassingAndInheritance Lesson 8: Properties and Magic Methods -------------------------------------- .. toctree:: :maxdepth: 1 Properties StaticAndClassMethods SpecialMethodsAndProtocols Lesson 9: Multiple Inheritance ------------------------------ .. toctree:: :maxdepth: 1 MultipleInheritance Lesson 10: Introduction to Functional Programming ------------------------------------------------- .. toctree:: :maxdepth: 1 OO_vs_functional Lambda MapFilterReduce IPythonParallel Py220: Advanced Python ====================== Lesson 1: Functional Programming 2 ---------------------------------- .. toctree:: :maxdepth: 1 Lambda IteratorsAndGenerators Lesson 2: Functional Programming 3 ---------------------------------- .. toctree:: :maxdepth: 1 Closures Lesson 3: Advanced Language Constructs -------------------------------------- .. toctree:: :maxdepth: 1 Decorators ContextManagers Recursion Lesson 4: MetaProgramming ------------------------- .. toctree:: :maxdepth: 1 MetaProgramming Lesson 5: Logging and Debugging ------------------------------- .. toctree:: :maxdepth: 1 Logging Debugging Lesson 6: Advanced Testing -------------------------- .. toctree:: :maxdepth: 1 Testing_advanced Lesson 7: Relational Databases ------------------------------ `Andy Miles' slides `_ `Example code on gitHub `_ Lesson 8: Non-Relational Databases ---------------------------------- .. toctree:: :maxdepth: 1 NoSQL GraphDatabases Lesson 9: Concurrency & Async Programming ----------------------------------------- .. toctree:: :maxdepth: 1 Concurrency ThreadingMultiprocessing Coroutines Async Lesson 10: Profiling and Performance ------------------------------------ .. toctree:: :maxdepth: 1 Profiling Assorted Additional Topics ========================== .. toctree:: :maxdepth: 1 Pep8 CodeReviews Packaging PersistanceAndSerialization Unicode