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
   • flask
   • tornado
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
   • JWT