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Day 2 - Tuesday 24 September 2019

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PROGRAMME VENUE ACCOMMODATION APPLICATION & EVALUATION CRITERIA

 

SUMMER SCHOOL PROGRAMME
  TUESDAY 24 SEPTEMBER 2019
09:00 - 11:00 Data Analysis (Part I)
Chair: Leon Kos, PRACE

Agenda
- Establishing Jupyter notebook session
- Downloading/uploading ECAS data and notebooks
- Running notebooks:
  - Numpy arrays, scipy functions, pandas frames, NetCDF4
  - Editing and creating blocks
  - Rerunning blocks

What you will learn
- Loading data
- Navigating data
- Data analysis
- Viewing data
- Data Visualisation
11:00 - 11:30 Coffee & Networking
11:30 - 13:00 Data Analysis (Part II)
Chair: Giuseppe Fiameni & Marco Rorro, CINECA

Agenda
- Introduction to Machine learning
- Convolutional Neural Network main concepts

What you will learn
- Deep Learning fundamentals
13:00 - 14:00 Lunch Break
14:00 - 16:00 Data Analysis (Part III)
Chair: Giuseppe Fiameni & Marco Rorro, CINECA

Agenda
- Deep Learning with Keras and Tensorflow

What you will learn
- How to write a code with Keras and Tensorflow
16:00 - 16:30 Coffee & Networking
16:30 - 18:00 Data Analysis (Part IV)
Chair: Giuseppe Fiameni & Marco Rorro, CINECA

Agenda
- Distributed TensorFlow with Horovod

What you will learn
- How to distribute training work with Horovod