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 Duration 28 hours

Course Outline

Introduction to Python Programming

  • Executing Python code
  • Utilizing Python development tools (IDEs and command-line utilities)
  • Working 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

  • Developing modules and packages
  • Publishing code to repositories

Object Oriented and Functional Programming

  • Defining and implementing functions and classes
  • Enhancing functions and classes through decorators
  • Overview of meta-classes

Error Handling and Testing

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

Working with Files and Directories

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

Accessing Databases

  • Performing data selection, insertion, update, and deletion
  • Implementing a generic database API using SQLite 3, PostgreSQL, and MySQL
  • Leveraging the Object Relational Mapper (SQLAlchemy)
  • Interacting with NoSQL databases

Conquering The Web

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

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