<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/"><channel><title>Data-Science on Daniele Bailo</title><link>https://danielebailo.github.io/tags/data-science/</link><description>Recent content in Data-Science on Daniele Bailo</description><generator>Hugo -- 0.150.1</generator><language>it-IT</language><lastBuildDate>Wed, 04 Nov 2020 00:00:00 +0000</lastBuildDate><atom:link href="https://danielebailo.github.io/tags/data-science/index.xml" rel="self" type="application/rss+xml"/><item><title>F.A.I.R. Principles and Data: What Are They, and Why Do We Need Them?</title><link>https://danielebailo.github.io/en/news/principi-e-sati-f-a-i-r-cosa-sono-perche-ne-abbiamo-bisogno/</link><pubDate>Wed, 04 Nov 2020 00:00:00 +0000</pubDate><guid>https://danielebailo.github.io/en/news/principi-e-sati-f-a-i-r-cosa-sono-perche-ne-abbiamo-bisogno/</guid><description>&lt;p&gt;For the last few years, let us say about three, people in my field have often talked about the &lt;strong&gt;F.A.I.R. principles&lt;/strong&gt;: loved by European officials, regarded with suspicion by computer engineers, partly approved by scientists. &lt;strong&gt;These principles have a significant impact on research areas that in some way deal with data&lt;/strong&gt; and data sharing.&lt;/p&gt;
&lt;p&gt;&lt;em&gt;Question&lt;/em&gt;: which area of research has nothing to do with data and their distribution? &lt;em&gt;Answer&lt;/em&gt;: almost none. &lt;em&gt;Logical inference&lt;/em&gt;: the FAIR principles, whether we say &amp;ldquo;great!&amp;rdquo; or &amp;ldquo;alas&amp;rdquo;, concern almost all researchers.&lt;/p&gt;</description></item><item><title>Principi e Dati F.A.I.R.: cosa sono? (Perché) ne abbiamo bisogno?</title><link>https://danielebailo.github.io/news/principi-e-sati-f-a-i-r-cosa-sono-perche-ne-abbiamo-bisogno/</link><pubDate>Wed, 04 Nov 2020 00:00:00 +0000</pubDate><guid>https://danielebailo.github.io/news/principi-e-sati-f-a-i-r-cosa-sono-perche-ne-abbiamo-bisogno/</guid><description>&lt;p&gt;Da qualche anno a questa parte - diciamo circa tre anni - nel mio ambito si sente spesso parlare dei &lt;strong&gt;principi F.A.I.R: a&lt;/strong&gt;mati dai funzionari Europei, guardati con sospetto dagli ingegneri informatici, approvati in parte dagli scienziati, &lt;strong&gt;questi principi hanno un consistente impatto negli ambiti della ricerca che in qualche modo hanno a che fare con i dati&lt;/strong&gt; e la loro condivisione.&lt;/p&gt;
&lt;p&gt;&lt;em&gt;Domanda&lt;/em&gt;: quale ambito della ricerca non ha a che fare con i dati e loro distribuzione? &lt;em&gt;Risposta&lt;/em&gt;: quasi nessuno. &lt;em&gt;Inferenza logica&lt;/em&gt;: i principi FAIR (“evviva!&amp;quot; oppure “ahimé&amp;quot;) riguardano un po’ tutti i ricercatori.&lt;/p&gt;</description></item><item><title>Tesi e Tirocini in contesto Europeo - Discipline informatiche</title><link>https://danielebailo.github.io/news/tesi-e-tirocini-in-contesto-europeo-discipline-informatiche/</link><pubDate>Mon, 10 Jun 2019 00:00:00 +0000</pubDate><guid>https://danielebailo.github.io/news/tesi-e-tirocini-in-contesto-europeo-discipline-informatiche/</guid><description>&lt;blockquote&gt;
&lt;p&gt;&lt;strong&gt;Ti stai per laureare o sei prossimo al tirocinio e ti piacerebbe fare un&amp;rsquo;esperienza in un contesto dinamico e internazionale?&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Dai uno sguardo alla proposta di Tirocinio e Tesi dello European Plate Observing System (EPOS).&lt;/strong&gt;&lt;/p&gt;&lt;/blockquote&gt;
&lt;h1 id="epos---european-plate-observing-system"&gt;&lt;strong&gt;EPOS - European Plate Observing system&lt;/strong&gt;&lt;/h1&gt;
&lt;h3 id="istituto-nazionale-di-geofisica-e-vulcanologia"&gt;Istituto Nazionale di Geofisica e Vulcanologia&lt;/h3&gt;
&lt;p&gt;EPOS (&lt;a href="http://www.epos-eu.org"&gt;www.epos-eu.org&lt;/a&gt;) è una infrastruttura di ricerca europea innovativa che ha lo scopo di integrare dati e servizi nel dominio delle scienze della Terra solida. Si tratta di dati e servizi relativi a terremoti, eruzioni vulcaniche, deformazioni geodetiche, osservazioni satellitari e altro, che presentano un alto grado di eterogeneità in termini di tecnologie di data provision, formati e modalità di presentazione delle risorse. L’integrazione avviene tramite un sistema avanzato, gli Integrated Core Services (ICS), che permette di ricercare, scaricare e analizzare dati delle comunità specifiche da un’unica piattaforma e interfaccia web.&lt;/p&gt;
&lt;p&gt;La proposta di collaborazione rivolta a tirocinanti e tesisti interessati all’utilizzo di tecnologie innovative, mira a contribuire all’ulteriore sviluppo e ottimizzazione del sistema Integrated Core Services, e si sviluppa nei seguenti temi:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;database relazionali (PostgreSQL) e non relazionali (e.g. MongoDB);&lt;/li&gt;
&lt;li&gt;sistemi basati sul paradigma dei Microservizi;&lt;/li&gt;
&lt;li&gt;ottimizzazione e tuning del sistema e dei servizi;&lt;/li&gt;
&lt;li&gt;creazione di moduli Java e Python per mapping e conversione di dati e metadati;&lt;/li&gt;
&lt;li&gt;creazione e ottimizzazione interfacce grafiche con AngularJS;&lt;/li&gt;
&lt;li&gt;integrazione semantica, sviluppo e ottimizzazione di estensioni di DCAT-AP.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;em&gt;Le attività da svolgere saranno concordate con lo studente sulla base degli argomenti di interesse.&lt;/em&gt;&lt;/p&gt;</description></item><item><title>Theses and Internships in a European Context - Computer Science and IT</title><link>https://danielebailo.github.io/en/news/tesi-e-tirocini-in-contesto-europeo-discipline-informatiche/</link><pubDate>Mon, 10 Jun 2019 00:00:00 +0000</pubDate><guid>https://danielebailo.github.io/en/news/tesi-e-tirocini-in-contesto-europeo-discipline-informatiche/</guid><description>&lt;blockquote&gt;
&lt;p&gt;&lt;strong&gt;Are you about to graduate, or close to starting an internship, and would you like to gain experience in a dynamic international environment?&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Take a look at the internship and thesis proposal from the European Plate Observing System (EPOS).&lt;/strong&gt;&lt;/p&gt;&lt;/blockquote&gt;
&lt;h1 id="epos---european-plate-observing-system"&gt;&lt;strong&gt;EPOS - European Plate Observing system&lt;/strong&gt;&lt;/h1&gt;
&lt;h3 id="istituto-nazionale-di-geofisica-e-vulcanologia"&gt;Istituto Nazionale di Geofisica e Vulcanologia&lt;/h3&gt;
&lt;p&gt;EPOS (&lt;a href="http://www.epos-eu.org"&gt;www.epos-eu.org&lt;/a&gt;) is an innovative European research infrastructure whose purpose is to integrate data and services in the domain of solid Earth sciences. These include data and services related to earthquakes, volcanic eruptions, geodetic deformation, satellite observations, and more. They are highly heterogeneous in terms of data-provision technologies, formats, and ways of presenting resources. Integration is performed through an advanced system, the Integrated Core Services (ICS), which allows users to search, download, and analyze data from specific communities through a single web platform and interface.&lt;/p&gt;
&lt;p&gt;This collaboration proposal is addressed to interns and thesis students interested in using innovative technologies. It aims to contribute to the further development and optimization of the Integrated Core Services system, and covers the following topics:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;relational databases (PostgreSQL) and non-relational databases, for example MongoDB;&lt;/li&gt;
&lt;li&gt;systems based on the microservices paradigm;&lt;/li&gt;
&lt;li&gt;optimization and tuning of the system and services;&lt;/li&gt;
&lt;li&gt;creation of Java and Python modules for mapping and converting data and metadata;&lt;/li&gt;
&lt;li&gt;creation and optimization of graphical interfaces with AngularJS;&lt;/li&gt;
&lt;li&gt;semantic integration, development, and optimization of DCAT-AP extensions.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;em&gt;The activities to be carried out will be agreed with the student based on their topics of interest.&lt;/em&gt;&lt;/p&gt;</description></item></channel></rss>