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Python Basic to Advance

Course Outline

Module 1:

Overview of Python
  • What is Python?
  • Interpreted Language
  • Downloading and Installing
  • Which version of Python
  • Where to find documentation

 

Module 2:

Python Environment
  • Structure of Python script
  • Using the interpreter interactively 
  • Running standalone scripts under Linux and Windows

 

Module 3:

Python Basics
  • Data types
  • Sequences
  • Mapping types
  • Program structure
  • Files and console I/O
  • Conditionals
  • Loops
  • Built-ins

 

Module 4:

Operating System Access
  • The OS module
  • Environment variables
  • Launching external commands
  • Walking directory trees
  • Paths, directories, and filenames
  • Working with file systems
  • Dates and times
  • Accessing Windows DLL’s

 

Module 5:

Pythonic Programming
  • The Zen of Python
  • Common idioms
  • Lambda functions
  • List comprehensions
  • Generator expressions
  • String formatting

 

Module 6:

Modules and packages
  • Initialization code
  • Namespaces
  • Executing modules as scripts
  • Documentation
  • Packages and name resolution
  • Naming conventions
  • Using imports

 

Module 7:

Classes
  • Defining classes
  • Instance methods and data
  • Properties
  • Initializers
  • Class and static methods/data
  • Inheritance

 

Module 8:

Metaprogramming
  • Implicit properties
  • globals() and locals()
  • Working with attributes
  • The inspect module
  • Decorators
  • Monkey patching

 

Module 9:

Programmer tools
  • Analyzing programs
  • Using pylint
  • Testing code
  • Using unittest
  • Debugging
  • Profiling and benchmarking

 

Module 10:

Database access
  • The DB API
  • Available Interfaces
  • Connecting to a server
  • Creating and executing a cursor
  • Fetching data
  • Parameterized statements
  • Metadata
  • Transaction control
  • Other DBMS modules

 

Module 11:

Network Programming
  • Sockets
  • Clients
  • Servers
  • Application protocols
  • Forking servers
  • Binary data

 

Module 12:

Multiprogramming
  • When to use threads?
  • The Global Interpreter Lock
  • The threading module
  • Simple threading
  • Sharing variables
  • The queue module
  • Debugging threaded programs
  • Multiprocessing
  • Other alternatives

 

Module 13:

XML and JSON
  • Working with XML
  • DOM and Sax
  • Introducing Element Tree and xml
  • Parsing XML
  • Navigating the document
  • Creating a new XML document
  • JSON
  • Parsing JSON into Python
  • Converting Python into JSON

 

Module 14:

Extending Python
  • About non-Python modules
  • Overview of a C extension
  • Writing C by hand
  • Using SWIG
  • Loading modules with C types

 

About this course

$ 1,000

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Duration

30hrs

Module

14

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$ 1,000

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8

Module

6