Atpakaļ

55285, Advanced Python

Kursa ilgums, akadēmiskās stundas:16
Kursa cena, EUR (bez PVN):600,00

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About this Course

In this Python training course, students already familiar with Python programming will learn advanced Python techniques. This advanced Python course is taught using Python 3; however, differences between Python 2 and Python 3 are noted.

Prerequisites

Experience in the following is required for this Python class:

  • Basic Python programming experience. In particular, you should be very comfortable with:
    • Working with strings.
    • Working with lists, tuples and dictionaries.
    • Loops and conditionals.
    • Writing your own functions.

Experience in the following would be useful for this Python class:

  • Some exposure to HTML, XML, JSON, and SQL.

At Course Completion

After completing this course, students will be able to:

  • Work with the Collections module.
  • Understand mapping and filtering and lambda functions.
  • Perform advanced sorting.
  • Work with regular expressions in Python.
  • Work with databases, CSV files, JSON, and XML.
  • Write object-oriented code in Python.
  • Test and debug your Python code.

Course Outline

1. Advanced Python Concepts

  • Lambda Functions
  • Advanced List Comprehensions
  • Collections Module
  • Mapping and Filtering
  • Mutable and Immmutable Built-in Objects
  • Sorting
  • Unpacking Sequences in Function Calls

2. Working with Data

  • Relational Databases
  • CSV
  • Getting Data from the Web
  • JSON

3. Testing and Debugging

  • Testing for Performance
  • The unittest Module

4. Classes and Objects

  • Attributes
  • Behaviors
  • Classes vs. Objects
  • Attributes and Methods
  • Private Attributes
  • Properties
  • Documenting Classes
  • Inheritance
  • Static Methods
  • Class Attributes and Methods
  • Abstract Classes and Methods
  • Understanding Decorators

More detailed information about the training