Machine Learning for Data Scientists

Advanced Python Programming

Mode of delivery: Instructor-led classroom or online training
Duration: 40 hours


Course Curriculum

Overview on Python Programming
  • History and Applications
  • Data Types
  • Control Flow Tools
  • Data Structures

Modules
  • Standard Modules
  • Packages

Inputs and Outputs
  • Output Formatting
  • Reading and Writing Files

Errors and Exceptions
  • Syntax Errors
  • Exceptions
  • Handling Exception
  • Raising Exceptions
  • User-defined Exceptions

Classes
  • Class definitions
  • Class Objects
  • Instance Objects
  • Method objects
  • Class and Instances Variables

Python Standard Libraries
Online Inquiry


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