ML5G Challenge tutorial #2: Data Pre-processing

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  • Date
    12 October 2022
    Timeframe
    11:00 - 11:50
    Duration
    50 minutes
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    As part of the Machine Learning in 5G Challenge, this mentoring session is open to participants or students who are new to machine learning and their application to communication networks. The tutorial will introduce some common concepts such as: data cleaning, dimensionality reduction, and data transformation, followed by a Jupiter notebook practice covering these three topics, and a Q&A session at the end. 

     

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    1. The Importance of Data Preprocessing
    2. Data Cleaning
    3. Data Transformation
    4. Dimensionality Reduction
    5. Q & A Session
    6. Jupyter Notebooks

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