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materials/source/index.rst

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Week 1: Jan 9 -- Iterators and Generators, Packaging
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:ref:`iterators_generators`
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:ref:`session_2_01`
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:ref:`packaging`
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Homework: make an proper package of mailroom: :ref:`exercise_mailroom_package`
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.. :ref:`iterators_generators`
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.. :ref:`packaging`
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.. Homework: make an proper package of mailroom:
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.. :ref:`exercise_mailroom_package`
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Week 2: Jan 16
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* Code Reviews
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:ref:`session_2_02`
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:ref:`notes_session12`
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.. * Code Reviews
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* Closures and Currying
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.. * Closures and Currying
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:ref:`decorators`
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.. :ref:`decorators`
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Week 3: Jan 23
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:ref:`context_managers`
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:ref:`session_2_03`
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* Itertools
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:ref:`notes_session13`
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* Functools
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.. :ref:`context_managers`
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.. * Itertools
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.. * Functools
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Week 4: Jan 30 -- Advanced Testing
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* ``unittest``
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:ref:`session_2_04`
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:ref:`notes_session14`
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* Linting
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* Coverage
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.. * ``unittest``
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* Fixtures
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.. * Linting
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* Mocking
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.. * Coverage
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* Hypothesis Testing
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.. * Fixtures
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.. * Mocking
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.. * Hypothesis Testing
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Week 5: Feb 6 -- Debugging and Logging
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* Logging module
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:ref:`session_2_05`
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:ref:`notes_session15`
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* Syslog
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.. * Logging module
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* Debugging techniques
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.. * Syslog
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* pdb/ipdb
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.. * Debugging techniques
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.. * pdb/ipdb
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Week 6: Feb 13 -- Metaprogramming
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* Metprogramming tools
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:ref:`session_2_06`
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:ref:`notes_session16`
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* Class Decorators
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.. * Metprogramming tools
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.. * Class Decorators
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.. * Metaclasses
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* Metaclasses
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Week 7: Feb 20 -- Relational Databases
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* SQL
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* ORMs
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* Normalization
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* Schema
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* Sqlite
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* Postgresql
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:ref:`session_2_07`
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:ref:`notes_session17`
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.. * SQL
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.. * ORMs
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.. * Normalization
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.. * Schema
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.. * Sqlite
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.. * Postgresql
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Week 8: Feb 27 -- Object/Document, Key/Value and Graph Databases
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* Persistence and Serialization: pickle, json, csv, ...
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* Schema vs “Schemaless”
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* No-Sql
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* Mongo
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* Redis
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* Neo4j
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:ref:`session_2_08`
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:ref:`notes_session18`
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.. * Persistence and Serialization: pickle, json, csv, ...
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.. * Schema vs “Schemaless”
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.. * No-Sql
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.. * Mongo
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.. * Redis
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.. * Neo4j
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Week 9: Mar 6 -- Concurrency & Async Programming
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* Concurrency
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* Threading and Multiprocessing
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* Message Queues
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* Coroutines
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* Async
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* Celery
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:ref:`session_2_09`
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:ref:`notes_session19`
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.. * Concurrency
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.. * Threading and Multiprocessing
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.. * Message Queues
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.. * Coroutines
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.. * Async
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.. * Celery
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Week 10: Mar 13 -- Profiling & Performance
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* Timing
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* Profiling
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* PyPy
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* Cython
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:ref:`session_2_10`
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:ref:`notes_session20`
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.. * Timing
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.. * Profiling
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.. * PyPy
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.. * Cython
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Lightning Talks
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.. _notes_session13:
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Notes for Quarter 2, class 3
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.. _notes_session14:
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Notes for Quarter 2, class 4
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.. _notes_session15:
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Notes for Quarter 2, class 5
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.. _notes_session16:
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Notes for Quarter 2, class 6
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.. _notes_session17:
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Notes for Quarter 2, class 7
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.. _notes_session18:
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Notes for Quarter 2, class 8
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.. _notes_session19:
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Notes for Quarter 2, class 9
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.. _notes_session20:
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Notes for Quarter 2, class 10
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#############################

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