Python Programming Fundamentals.
This course is designed for those wishing to learn the Python programming language. The emphasis is on the Python language, the core libraries, as well as on the selection of the best and most useful libraries developed by the Python community. Python drives businesses and is used by scientists all over the world – it is one of the most popular programming languages.
The emphasis is on the Python language, the core libraries, as well as on the selection of the best and most useful libraries developed by the Python community. Python drives businesses and is used by scientists all over the world – it is one of the most popular programming languages.
The course can be delivered using the latest Python version 3.x with practical exercises making use of the full power. This course can be delivered on any operating system (all flavours of UNIX, including Linux and Mac OS X, as well as Microsoft Windows).
The practical exercises constitute about 70% of the course time, and around 30% are demonstrations and presentations. Discussions and questions can be asked throughout the course.
Note:
The training can be tailored to specific needs upon prior request ahead of the proposed course date.
Course Outlines
Introduction to Python Programming
- Running Python code
- Using Python Development Tools (IDEs and command line tools)
- Working with Python and iPython shells as well as iPython Notebook
Data Types and Operations
- Integers and floats
- Strings and bytes
- Tuples and lists
- Dictionaries and ordered dictionaries
- Sets and frozen sets
Organizing and Distributing Code
- Creating modules and packages
- Distributing code to repositories
Object Oriented and Functional Programming
- Creating and using functions and classes
- Modifying functions and classes with decorators
- Introducing meta-classes
Error Handling and Testing
- Handling and raising exceptions
- Writing and executing tests (doc tests and unit tests)
- Checking code coverage by tests
Working with Files and Directories
- Accessing different types of files and file handling principles
- Creating, reading, updating and deleting files (including regular text files, csv, as well as Microsoft Word and Microsoft Excel files)
- Extracting data from text files using Regular Expressions
- Creating and deleting directories, listing and searching for files
Accessing Databases
- Selecting, inserting, updating and deleting data
- Generic database API based on SQLite 3, PostgreSQL and MySQL
- Using the Object Relational Mapper (SQLAlchemy)
- Working with NoSQL databases
Conquering The Web
- Retrieving web pages
- Parsing HTML and XML
- Filling web forms automatically
- Creating web applications in Python