Jupyter Notebooks in INFN Cloud

What Jupyter Notebook is The Jupyter Notebook is an open-source web application, based on a set of open standards for interactive computing, that allows you to create and share documents that contain live code, equations, visualizations and narrative text.   Uses include also data cleaning and transformation, numerical simulation, statistical modelling, data visualization, machine learning, and much more.  These documents provide a complete and self-contained record of a computation that can be converted to various formats and shared with others using email, Dropbox, version control systems (like git/GitHub) or nbviewer.jupyter.org.  Image courtesy of Jupyter Project: https://jupyter.org/  What can you do  Jupyter Notebook @ INFN-CLOUD  Based on the experience gained in the past years, INFN-Cloud offers the possibility to perform different deployments of Jupyter Notebooks, in particular:  Develop on Jupyter with Notebook persistence […]

Data analysis in INFN Cloud

What is data analysis? Over the past years, technology made big progress and we are now able to store massive amounts of data. Still, information and knowledge must be extracted from them because of data high dimensionality and complexity. The new breed of analytical data expert, the data scientists, who have the technical skills to solve complex problems and the curiosity to explore what problems need to be solved, have the role to perform the transformations of the data that make sense, in order to deliver knowledge and wisdom.  Data analysis is a process of inspecting, cleansing, transforming and modeling data with the goal of discovering useful information, informing conclusions […]