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 Duration 28 hours

Course Outline

Introduction to Python Programming

  • Executing Python code
  • Leveraging Python Development Tools (IDEs and command line utilities)
  • Utilizing Python and iPython shells, along with iPython Notebook

Data Types and Operations

  • Handling integers and floats
  • Managing strings and bytes
  • Working with tuples and lists
  • Utilizing dictionaries and ordered dictionaries
  • Using sets and frozen sets

Organizing and Distributing Code

  • Building modules and packages
  • Publishing code to repositories

Object Oriented and Functional Programming

  • Defining and implementing functions and classes
  • Enhancing functions and classes through decorators
  • Introduction to meta-classes

Error Handling and Testing

  • Catching and raising exceptions
  • Creating and running tests (doc tests and unit tests)
  • Measuring code coverage via tests

Working with Files and Directories

  • Accessing various file types and understanding file handling principles
  • Creating, reading, updating, and deleting files (including plain text, CSV, as well as Microsoft Word and Microsoft Excel documents)
  • Extracting data from text files using Regular Expressions
  • Managing directories, including creation, deletion, listing, and searching for files

Accessing Databases

  • Performing selection, insertion, update, and deletion operations on data
  • Utilizing generic database APIs based on SQLite 3, PostgreSQL, and MySQL
  • Employing Object Relational Mappers (SQLAlchemy)
  • Interacting with NoSQL databases

Conquering The Web

  • Fetching web pages
  • Parsing HTML and XML structures
  • Automating the completion of web forms
  • Developing web applications in Python

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