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title: Network Softwarization

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linktitle: Courses

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summary: Network Softwarization course for ICT and Internet Engineering, University of Rome Tor Vergata

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date: 2022-09-02

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type: book

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Pandas Tutorial
Course of Network Softwarization Machine Learning for Networking University of Rome “Tor Vergata” Lorenzo Bracciale Data manipulation with pandas This is a short tutorial on main Pandas functions. Please refer to the official website for a more in-depth guide on Pandas.
Sep 19, 2022
Index
Introduction to the ML environment: Colab, numpy, conda Data manipulation with pandas tutorial Data visualiztion with seaborn matplotlib, and networkx Exploratory Data Analysis (EDA) on a network trace Classification of encrypted flows for intrusion detection tutorial
Sep 2, 2022
Intrusion Detection
Course of Network softwarization Machine Learning for Networking University of Rome “Tor Vergata” Lorenzo Bracciale Flow classification problem We consider a Intrusion Detection Evaluation Dataset which we download from the NetML Competition repository.
Sep 2, 2022