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Course Outline

Introduction to Python Programming

  • Executing Python code
  • Utilizing Python development environments (IDEs and command-line utilities)
  • Interacting 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

  • Developing modules and packages
  • Distributing code via repositories

Object-Oriented and Functional Programming

  • Defining and utilizing functions and classes
  • Enhancing functions and classes through decorators
  • An introduction to meta-classes

Error Handling and Testing

  • Capturing and triggering exceptions
  • Developing and running tests (doc tests and unit tests)
  • Monitoring code coverage through testing

Working with Files and Directories

  • Accessing diverse file types and understanding file handling principles
  • Creating, reading, modifying, 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
  • Managing directories, including creation, deletion, listing, and file search

Accessing Databases

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

Conquering The Web

  • Fetching web pages
  • Parsing HTML and XML structures
  • Automating the filling of web forms
  • Building web applications with Python
 28 Hours

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