A quick recap of Python basics
- History and basic features of Python
- Installation and development environment
- Using multiple versions of CPython
- Pure function and variable scope
- Mutability and ummutability of objects
- Using collections
- Use of *args and **kwargs
Collection Comprehensions
- Sheet Comprehensions
- Set Comprehensions
- Dictionary Comprehensions
Modules, packages and distribution of applications (modules and packages)
- Objects, Namespaces and Scope
- Modules
- Packages
- Virtual Environment (external)
- Using Pip
- Freezing
- Using PyPi
- Packaging and Distribution
PPE techniques
- Class o object
- Using self
- Instance methods
- Class methods
- Static methods
- Inheritance, polymorphism
- Properties
- An object like a dictionary
Error Handling
- Exception handling
- Raising Custom Exception
Generators and Iterators
- Iterators, iterables and sequences
- Magic function iter()
- Magic function next()
- Custom iterable class
- Generator function
- yield return
Fundamentals of functional programming in Python
- Nested functions
- Functions as an object
- Keyword non-local
- Closures
- Anonymous / Lambda functions
Magic methods
- String Conversion
- Arithmetic Operations
- Comparison Operations
- Conversion
Decorators
- Built-in Decorators
- Standard library Decorators
- Custom Decorators
Resources and Persistent Storage
- Work with resources (try / finally)
- Context manager and magic methods enter and exit
- Working with files files (read, write)
- Working with Python pickle formats,
- Key-value database shelf
- JSON, CSV, XLSX
