Detailed Course Outline
An Overview of Python 3
Introduction to Python and setting up the developer environment
Basic Python Syntax
Explore the basic syntax and semantics of Python
Language Components
Understand the basic control flow features and operators
Collections
Write programs that manipulate compound data using lists, sets, tuples and dictionaries
Functions
Decompose your programs into composable functions
Modules
Organize your code using Modules for flexibility and reuse
Classes in Python
Explore Object Oriented Programming (OOP) with classes and objects
Exceptions
Handle runtime errors using Exceptions
Input and Output
Implement programs that read and write files
Data Structures
Use advanced data structures like generators and comprehensions to reduce boilerplate code
Parsing JSON
Read and write JSON data
Debugging
Debug Python programs using the Python debugger (pdb)
Introduction to Red Hat OpenShift AI
Identify the main features of Red Hat OpenShift AI, and describe the architecture and components of Red Hat OpenShift AI.
Data Science Projects
Organize code and configuration by using data science projects, workbenches, and data connections
Jupyter Notebooks
Use Jupyter notebooks to execute and test code interactively