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SOSC 2018 Second International PhD School Open Science Cloud

17–21 Sept 2018
Department of Physics and Geology
Europe/Rome timezone
School on Open Science Cloud

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Session

Hands-on

18 Sept 2018, 14:00
Physics Building (Department of Physics and Geology)

Physics Building

Department of Physics and Geology

via Pascoli, snc 06123 - Perugia (IT)

Presentation materials

There are no materials yet.

  1. 11. Hands-on: Deploy ML Frameworks 101
    Dr Valentin Kuznestov
    18/09/2018, 14:00
    In this Hands-On session we will start from bare node with deploy all necessary tools to perform Machine Learning and Data Science studies. The session will require basic knowledge of Linux operating system and UNIX shell. We'll download, deploy and install Anaconda environment where we'll install various set of Python and R based packages. We'll work with a simple Iris dataset to explore...
    Go to contribution page
  2. 32. Hands-on: Deploy ML Frameworks 101
    18/09/2018, 16:30
    This Hands-On session is dedicated to train your skills in area of Machine Learning (aka ML 101 course). We'll start with an Iris dataset and build our first ML model for it. Then we'll gradually expand our model to include various ML techniques, like ensemble learning, introduce concept of cross-validation and build simple Neural Network model. This session only requires basic Python...
    Go to contribution page
  3. 36. Hands-on: k-means clustering, anomaly detection e PCA
    Prof. Andrea De Simone (sissa)
    18/09/2018, 18:00
    Hands-on material : https://github.com/de-simone/SOSC18_handson
    Go to contribution page
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