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 Duration 28 hours

Course Outline

Introduction to Python Programming

  • Executing Python code
  • Utilizing Python development tools, including IDEs and command-line interfaces
  • Working with Python and iPython shells, as well as iPython Notebooks

Data Types and Operations

  • Integers and floating-point numbers
  • Strings and byte sequences
  • Tuples and lists
  • Dictionaries and ordered dictionaries
  • Sets and frozen sets

Organizing and Distributing Code

  • Creating modules and packages
  • Distributing code to repositories

Object-Oriented and Functional Programming

  • Defining and utilizing functions and classes
  • Enhancing functions and classes using decorators
  • Introduction to metaclasses

Error Handling and Testing

  • Handling and raising exceptions
  • Writing and running tests (including doctests and unit tests)
  • Assessing code coverage via testing

Working with Files and Directories

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

Accessing Databases

  • Selecting, inserting, updating, and deleting data records
  • Working with generic database APIs based on SQLite 3, PostgreSQL, and MySQL
  • Using Object-Relational Mappers (SQLAlchemy)
  • Interacting with NoSQL databases

Web Development

  • Retrieving web pages
  • Parsing HTML and XML content
  • Automating the filling of web forms
  • Developing web applications with Python

Requirements

No prior experience is required.

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