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 Duration 28 hours

Course Outline

Introduction to Python Programming

  • Executing Python code
  • Leveraging Python development tools, including IDEs and command-line utilities
  • Utilizing 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

  • Structuring code into modules and packages
  • Publishing code to repositories

Object Oriented and Functional Programming

  • Designing and implementing functions and classes
  • Enhancing functions and classes through decorators
  • Exploring the concept of meta-classes

Error Handling and Testing

  • Catching and raising exceptions
  • Developing and running tests, including doc tests and unit tests
  • Assessing code coverage via testing frameworks

Working with Files and Directories

  • Managing access to various file types and applying file handling best practices
  • Performing CRUD operations on files, including plain text, CSV, Microsoft Word, and Microsoft Excel documents
  • Extracting data from text files using Regular Expressions
  • Managing directories, listing contents, and searching for specific files

Accessing Databases

  • Performing data selection, insertion, update, and deletion tasks
  • Utilizing generic database APIs with SQLite 3, PostgreSQL, and MySQL
  • Implementing Object Relational Mapping with SQLAlchemy
  • Interacting with NoSQL databases

Conquering The Web

  • Fetching web page content
  • Parsing HTML and XML structures
  • Automating the completion of web forms
  • Building web applications with Python

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