Course description
This Advanced Python Programming course is perfect for anyone who already has a good level of Python programming knowledge and wants to develop their skills further. If this sounds like you, this programming course will help you take your career to the next level. During the course, you’ll learn about advanced string and list features, as well as advanced formatting methods. You will also cover the Numpy (numeric Python) package and the panda package, allowing you to use the open-source data analysis and manipulation tool effectively.
What next?
After completing your Advanced Python Programming course, you’ll be able to use it as evidence of your commitment to your career and development, helping you to progress in your existing career in IT development and technology.Course Content
Unit 1 Getting started
- Introduction
- Reviewing Python basics
- Using the command line
- Importing packages and more
- Python's latest features
- Lesson review and quiz
- Assignment 1 - advanced Python exercises
Unit 2 Advanced strings, lists, and shortcuts
- Introduction
- Advanced string features
- Advanced list features
- List functions
- Programming shortcuts
- Lesson review and quiz
- Assignment 2 - advanced list and shortcut exercises
Unit 3 Advanced text, expressions, and files
- Introduction
- Formatting text
- Format method options
- Regular expressions
- Advanced regular expressions
- Text and binary files
- Lesson review and quiz
- Assignment 3 - advanced regular expressions and file exercises
Unit 4 Advanced classes and methods
- Introduction
- Classes and objects
- Magic methods
- Decimal, money, and other classes
- The random and math packages
- The Numpy (numeric Python) package
- Advanced usage of Numpy
- Lesson review and quiz
- Assignment 4 - advanced class and method exercises
Unit 5 Finishing up
- Introduction
- Multiple modules and the RPN example
- Advanced object-oriented programming
- Advanced tips and tricks
- Working with Pandas DataFrame
- Multithreading and asynchronous programming
- Lesson review and quiz
- Assignment 5 - advanced programming exercise
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