Advanced Python

TRAINING COURSE

Details Audience and Pre-Requisites Course Outline / Curriculum Schedule Dates and Booking Enquiry

Details

Python is now one of the most used Programming languages. Python general purpose, is easy to use and very high level.

In this course, you will learn how to use some of the more advanced features of Python including Adv Iteration, Decorators, Meta classes and Multi Processing, etc.

 

Delivery Methods

Delivery Method Duration
Classroom
Instructor-led classroom-based training. Classes are scheduled at various conference centres in the Sandton area or your premises. Stationary and printed manuals or online resources are included. Refreshments, including 2 tea breaks and a cooked meal for lunch are provided. Training is between 9 am to 4 pm.
Classroom
2 Days Get a Quote
Live Virtual Training
This course is delivered live via Microsoft Teams. You will be able to see and hear the instructor, view their whiteboard, and ask questions or communicate in the chat. Attend from the comfort of your own home or private office.
Live Virtual Training
2 Days Get a Quote

Discounts Available

Save up to 10% by booking and paying 10 business days before the course.

Brochure:

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Information may change without notice.

Audience

Programmers with knowledge and experience in using python.

If you have no experience in using Python, we recommend that you first complete the Python Programming Course

 

Pre-Requisites

Python Programming Course or equivalent experience.

 

Course Outline / Curriculum

 Functional Programming

  •  Functions
  •  optional Arguments
  •  lambda
  •  Simple lambda functions
  •  Map
  •  Filter
  •  List Comprehension
  •  Generator expression
  •  Generator Functions

 Iteration Patterns in Python

  •  Itertools
  •  Abstracting iteration
  •  Iterable Pattern
  •  Low Level Iteration

Object Orientation

  • Modules
  • import
  • import invocation
  • class
  • class variable
  • methods
  • instance vars
  • constructor
  • inheritance
  • exceptions
  • raising exceptions
  • traceback
  • object special attributes
  • descriptors

Decorators

  •  Closure
  •  Applying closure
  •  Decorator Equivalent
  •  Decorators with args
  •  Example in Documentation

 MetaClasses

  •  Class Decorator
  •  Class Decorator
  •  Apply Class Decorator
  •  Classes are instances of type
  •  Create Class with type
  •  Default MetaClass is type
  •  Example MetaClass
  •  __new__
  •  Using __new__() to alter class properties

 Collections

  •  With and Context Managers
  •  Opening Files
  •  With equivalent
  •  How it works
  •  file context
  •  My Context Manager
  •  Output
  •  Context Decorator

Regular Expressions

re module

Profiling and Performance

  • Calling cProfile
  • The Muppy Module
  • The Muppy Module
  • You can create summaries
  • Compare them with other summaries
  • The tracker module
  • Reference Browser
  • ConsoleBrowser
  • Performance Tips
  • Choose the Right Data Structure
  • Sorting
  • String Concatenation
  • Loops
  • Avoiding dots

Multithreading

  • GIL
  • Thread and Threading
  • Using threading.Thread
  • Thread constructor args
  • Two Approaches to Thread
  • Trivial Example
  • Local Storage
  • Safe Multi Threading
  • Locking
  • Problems with Simple Locking
  • Re-Entrant Locks (RLock
  • Semaphores
  • Events
  • Conditions
  • Queue Module

Parallell Processing

  • The Process class
  • Forking other processes
  • os.system
  • os.popen
  • subprocess
  • subprocess.Popen class
  • Popen arguments
  • Popen examples
  • subprocess functions

Async Programming

  • Concurrent Futures
  • Coroutines
  • Asycio/Trollius
  • Future and Callbacks
  • Async IO 
  • Asynchronous routines

Schedule Dates and Booking

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