Introduction to Python Programming and to Red Hat OpenShift AI (AI252) – Contenuti

Contenuti dettagliati del Corso

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