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materials

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0. Python. Basics.

  • slides
  • built-in types
  • conditionals
  • functions
  • data-structures: lists, tuples, dicts, sets
  • list/dict/set comprehensions

1. Python. Modules.

  • slides
  • idioms
  • *args, **kwargs
  • modules: sys.path, standard library

2. Python. numpy. OOP intro.

  • slides
  • generators
  • numpy
  • exceptions
  • classes, inheritance

3. Python. OOP. Operator overloading.

  • slides
  • __magic_methods__
  • arithmetic
  • comparison
  • callable
  • context management

4. Python. Design patterns.

  • slides
  • McDonalds (decorators)
  • Sun (singleton, builder)
  • Google (iterator)
  • Blizzard (visitor)

5. Number representations.

  • slides
  • Numeral system (decimal, hex, binary)
  • Two's complement
  • IEEE 754

6. Haskell. Functional Programming intro.

  • slides
  • built-in types
  • pattern matching

7. Haskell. Types and Typeclasses.

8. pthreads. Parallel Programming.

  • slides
  • pthread_*
  • race conditions, deadlocks
  • mutexes, cond variables

9. nasm. Assembler 101.

  • slides
  • ISA
  • calling convention
  • registers, basic instructions
  • c++ to asm

10. sql. Declarative Programming.

  • slides
  • sqlite3
  • basics: select, aggregate, where
  • group by
  • joins

11. git. Version Control System.

  • slides
  • git internals
  • branches
  • merge
  • undo
  • rewriting history
  • debugging
  • magit
  • github workflow

12. rust. Ownership and Borrowing.

  • slides
  • ownership
  • borrowing
  • traits

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