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Course Outline

Introduction to Python Programming

  • Executing Python code
  • Utilizing Python Development Tools (IDEs and command-line utilities)
  • Interacting with Python and iPython shells, as well as iPython Notebook

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

  • Building modules and packages
  • Publishing code to repositories

Object Oriented and Functional Programming

  • Defining and applying functions and classes
  • Enhancing functions and classes using decorators
  • Overview of meta-classes

Error Handling and Testing

  • Catching and raising exceptions
  • Creating and running tests (doc tests and unit tests)
  • Monitoring test code coverage

Working with Files and Directories

  • Managing various file types and file handling concepts
  • Creating, reading, modifying, and removing files (including standard text files, CSV, as well as Microsoft Word and Microsoft Excel files)
  • Extracting data from text files using Regular Expressions
  • Managing directories, listing, and searching for files

Accessing Databases

  • Performing select, insert, update, and delete operations
  • Generic database APIs based on SQLite 3, PostgreSQL, and MySQL
  • Leveraging the Object Relational Mapper (SQLAlchemy)
  • Interacting with NoSQL databases

Conquering The Web

  • Fetching web pages
  • Parsing HTML and XML
  • Automatically filling out web forms
  • Developing web applications in Python
 28 Hours

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