SOSC 2018 Second International PhD School Open Science Cloud

Sessione

Hands-on

18 set 2018, 14:00

Physics Building (Department of Physics and Geology)

11. Hands-on: Deploy ML Frameworks 101

Dr. Valentin Kuznestov

18/09/18, 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...

32. Hands-on: Deploy ML Frameworks 101

18/09/18, 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...

36. Hands-on: k-means clustering, anomaly detection e PCA

Prof. Andrea De Simone (sissa)

18/09/18, 18:00

Hands-on material : https://github.com/de-simone/SOSC18_handson