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Introduction to AI&ML applied to Open RAN

Elearning

This Learning Program introduces the framework for using AI/ML technologies to improve the performance and automation of radio resources in the access network through intelligent algorithms that improve the system continuously.

eLearning

€ 135*

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Upon completion of this learning program, you will be able to:

– Identify the ways how Data science and AI/ML can enhance Open RAN solutions.
– Describe how the AI-enabled policies and ML models are enforced in Open RAN.
– Recognize AI/ML use cases.
– Identify the ML algorithms and describe the use of AL/ML in RAN optimization scenarios.
– Describe the use of ML in SON implementations.

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Course outline

Introduction - Introduction to AI&ML Applied to Open RAN
Introduction to Artificial Intelligence and Machine Learning
Mapping AI&ML functionalities into the Open RAN architecture
Understanding Open RAN Interfaces for AI/ML
O-RAN defined interfaces for AI/ML
AI/ML use cases for Open RAN

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