/pyWiki

A collection of information related to python.

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Python Wiki

A collection of information related to python.
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Table of Contents
  1. Learn to walk
  2. Learn to jog
  3. Learn to run
  4. Learn to defend
  5. Best practices

Learn to walk

  1. Data types
  2. Conditional statements
  3. Loops
  4. List/Set/Dictionary comprehension
  5. Logical operators
  6. Functions
  7. Recursion
  8. Lambda functions
  9. Map, Reduce and Filter
  10. Classes
  11. Type class and method
  12. Generators
  13. Iterators
  14. Modules
  15. Packages
  16. Inheritance
  17. Errors & Exception
  18. Threads
  19. Unit tests
  20. setup.py/requirements.txt
  21. Python virtual environments
  22. GitHub actions

Learn to jog

  1. Data formats
    • csv
    • json
    • xml
  2. API
    • SOAP
    • REST
      • Flask
      • Tornado
  3. Web servers
  4. ORM
    • sqlalchemy
  5. numPy
  6. pandas

Learn to run

  1. Metaclass
  2. Design patterns
    • Creational
      • Singleton
      • Abstract factory
      • Builder
      • Factory method
      • Object pool
      • Prototype
    • Structural
      • Adapter
      • Bridge
      • Composite
      • Facade
      • Flyweight
      • Private Class Data
      • Proxy
      • Decorator
    • Behavioural
      • Chain of responsibility
      • Command
      • Interpreter
      • Iterator
      • Mediator
      • Memento
      • Null object
      • Observer
      • State
      • Template method
      • Visitor

Learn to defend

  1. Authentication
    • SAML
    • OAuth
    • LDAP
  2. Authorization