ML5G Challenge tutorial #3: Machine Learning model building and training

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  • Date
    26 October 2022
    Timeframe
    11:00 - 11:50
    Duration
    50 minutes
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    As part of the Machine Learning in 5G Challenge, this tutorial is open to participants or students who are new to machine learning and their application to communication networks. The tutorial will The session will cover the general introduction to Machine Learning Algorithms. Some concepts to be introduced includes: types of machine learning, model building, and model training, followed by a Jupiter notebook practice covering these topics, and a Q&A session at the end. 

     

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    1. Introduction to ML 
    2. Different types of ML 
    3. Model building and training 
    4. Step-by-step practice with Jupyter notebook 
    5. Q&A and interaction with participants