ML5G Challenge tutorial #2: Data Pre-processing

Go back to programme

ML5G Challenge tutorial #2: Data Pre-processing

  • Watch

    * Register (or log in) to the AI4G Neural Network to add this session to your agenda or watch the replay

    • Watch

      Register

      * Register (or log in) to the AI4G Neural Network to add this session to your agenda or watch the replay

    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. 

     

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

    Share this session
    • Watch

      Register

      * Register (or log in) to the AI4G Neural Network to add this session to your agenda or watch the replay

    • Start date
      12 October 2022 at 11:00 CEST Geneva | 05:00-05:50 EST, New York | 17:00-17:50 CST, Beijing
    • End date
      12 October 2022 at 11:50 CEST Geneva | 05:00-05:50 EST, New York | 17:00-17:50 CST, Beijing
    • Duration
      50 minutes
    • Programme stream
    • Topics
    • UN SDGs