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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 Jupyter 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
  • Publishing code to software repositories

Object-Oriented and Functional Programming

  • Defining and implementing functions and classes
  • Enhancing functions and classes using decorators
  • Exploring the concept of meta-classes

Error Handling and Testing

  • Catching and triggering exceptions
  • Authoring and running tests (doctests and unit tests)
  • Evaluating code coverage via testing frameworks

Working with Files and Directories

  • Accessing various file types and applying file handling best practices
  • Creating, reading, updating, and deleting files (including plain text, CSV, Microsoft Word, and Microsoft Excel formats)
  • Extracting data from text files using Regular Expressions
  • Managing directories and performing file listing and search operations

Accessing Databases

  • Performing Select, Insert, Update, and Delete (CRUD) operations
  • Utilizing generic database APIs with SQLite 3, PostgreSQL, and MySQL
  • Implementing Object-Relational Mapping (SQLAlchemy)
  • Interacting with NoSQL databases

Web Development

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

Requirements

No prior experience is required

 28 Hours

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