Devoogle tiene indexados actualmente 13029 recursos relacionados con el desarrollo de software.
Bip & Drive: Raising monitoring to the service of business by Nerea Sánchez & Iván Sánchez [Spanish]
In this talk we will see how Bip & Drive project is implementing an integration, analysis and monitoring business data to have E2E monitoring.
The goal of this project has been to provide a new view on the state of their critical business processes to support them in the quick identification of problems that may have an impact on end users. We have sought in this project start the monitoring top-down, covering first those aspects that have the greatest impact with less effort so the customer would receive value quickly.
#BIGTH19 #Visualization
Session presented at Big Things Conference 2019 by Nerea Sánchez Fernández, Senior Big Data Engineer & Big Data Manager at Open3s, and Iván Sánchez Valencia, CTO at Open3s.
20th November 2019
Kinépolis, Madrid
Do you want to know more? https://www.bigthingsconference.com/
Big Data and Smart Business: Making better decisions with mobile data by Javier Pérez & David Fierro
This presentation will cover topics such as how Vodafone processes and analyses events captured from millions of mobile devices and how then CARTO turns that data into powerful Location Intelligence applications so businesses and organisations can take action from the insights provided by the telco data. Javier Pérez and David Fierro will discuss some of the key use-cases and success stories around Vodafone Analytics in the Retail, Real Estate and Public sectors. They will conclude their presentation by sharing some of their learnings on the collaboration of a large corporation such as Vodafone and a startup like CARTO.
#BIGTH19 #Analytics #BigData #Visualization
Session presented at Big Things Conference 2019 by Javier Pérez, Head of Data at CARTO, and David Fierro, Big Data Analytics & AI Tech Lead at Vodafone.
21st November 2019
Kinépolis, Madrid
Do you want to know more? https://www.bigthingsconference.com/
DIA Group Loyalty Program has been applying personalized promotions over the last 20 years to millions of customers given their individual item consumption. These promotions are based on both items that customers usually buy or don’t buy but should be prone to buy. The goal is to achieve through our customers satisfaction a consistent increase in sales in the medium and long term.
#BIGTH19 #MachineLearning
Session presented at Big Things Conference 2019 by Maite Álvarez, Product Owner of Big Data projects at DIA Group, Guillermo Fernández, Data Scientist at BBVA Next Technologies and Saúl Lugo, Lead of the Data Science Team at DIA Group.
20th November 2019
Kinépolis, Madrid
Do you want to know more? https://www.bigthingsconference.com/
On a mission to provide the entire Madrid region with IoT data connectivity by leveraging a public-owned LoRa network infrastructure, during this talk, Mario and Ángel share their journey at The Things Network. First of all, they give a quick grasp about the enabling technology for this mission. Then, some use cases that a network like this will allow. They will also share some successful cases around the world, and the impact a public-owned network brings to society.
#BIGTH19 #IoT
Session presented at Big Things Conference 2019 by Mario Briceño, Technology Consultant at Sweepr, & Ángel Luis Martínez, Board member of The Things Network Madrid.
20th November 2019
Kinépolis, Madrid
Do you want to know more? https://www.bigthingsconference.com/
In this session, Tomasa Rodrigo will tell us about a project they've developed in BBVA Research. In this project, they've analyze risk interconnectedness, uncertainties and economic performance in US through corporate reports using advanced natural language processing techniques and machine learning. They've developed a set of indicators for economic, risk and sectorial analysis in order to have a greater understanding of the US economy and business performance according to the idiosyncratic narrative of the reports submitted by US companies from 1995 to nowadays.
#BIGTH19 #Analytics #BigData #DataScience #MachineLearning
Session presented at Big Things Conference 2019 by Tomasa Rodrigo, Head of Big Data at BBVA Research.
21st November 2019
Kinépolis, Madrid
Do you want to know more? https://www.bigthingsconference.com/
AI@Scale is a change approach to become an AI driven organization. In this session, Pablo Peris and Carlos de Huerta will speak about how to develop and embed in your organization the needed AI capabilities on people, process, data and technology to repeatedly bring data & AI scenarios successfully. No more Proof of Concepts or zero-sum MVPs. They will also explain how to apply concepts like DevOps for AI, Data governance, AI Center of Excellence, AI-driven culture & ethics, AI champions and AI community.
#BIGTH19 #AI #Cloud
Session presented at Big Things Conference 2019 by Pablo Peris, Digital Advisor and Solution Architect at Microsoft, and Carlos de Huerta, Digital Advisor and Industry Lead at Microsoft.
21st November 2019
Kinépolis, Madrid
Do you want to know more? https://www.bigthingsconference.com/
In this presentation Geotab will show the results of adapting the EV suitability assessment in a big data way; analysing one year of driving data from over 200.000 vehicles. A machine learning model capable of identifying a vehicle vocation and VIN (chassis number) decoding will be used to identify the suitable vehicles for the analysis from all Geotab fleet. From those vehicles the key data to be analysed is the fuel consumption and trips information. With the trips it’s possible to understand the patterns in daily distances for a fleet and if they use to store the cars in the same facility overnight. With fuel consumption it is easy to calculate the savings if a vehicle is substituted for an EV. From all this data, EV mileage and fuel and vehicles costs we can extract the features to elaborate a model capable of identifying the suitable vehicles to be substituted by EVs or even consider plug in hybrid vehicles.
#BIGTH19 #IoT #MachineLearning
Session presented at Big Things Conference 2019 by Jorge González, Solutions Engineer at Geotab.
21st November 2019
Kinépolis, Madrid
Do you want to know more? https://www.bigthingsconference.com/
Reinforcing security controls in dangerous locations is a key objective for every industrial company. How could artificial intelligence help us? What challenges do we face when applying these techniques in real time in an industrial ecosystem? What should we take into account?
In this talk, Joaquin and Ramiro share the advances and learning obtained when developing an edge computing pipeline to detect in real time when an operator does not have the adequate equipment, and as that is only a small piece of all the necessary architecture.
#BIGTH19 #AI #Cloud #IoT
Session presented at Big Things Conference 2019 by Joaquín Amat Rodrigo, Senior Data Scientist at CEPSA, and Ramiro Manso Alarcón, Principal Data Scientist at Keepler.
20th November 2019
Kinépolis, Madrid
Do you want to know more? https://www.bigthingsconference.com/
Todo el mundo tiene la sensación de que si hay algo glamouroso ahora mismo es ir por ahí diciendo que haces AI.
La realidad es bastante distinta por cada historia de AI que se cuenta hay un 95% de fontanería que casi nadie te cuenta cómo resolver. En esta charla no os vamos a contar la súper solución final de cómo pero si toda nuestra experiencias en los 4 ó 5 modos de implementarlo que hemos utilizado en el proyecto de la AbadIA.
Además y soprendentemente, son las más vanguardista y las que están siendo usadas por los proyectos más exitosos. Te contamos los pros y los contras de usar: Kubeflow, Tensorflow TFX o hacerlo a pelo con K8s. Si de verdad te dedicas a hacer cosas con AI y no vives en el mundo del postureo: esta charla es para tí.
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Todos los vídeos de Commitconf 2019 en: https://lk.autentia.com/Commit19-YouTube
¡Conoce Autentia!
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Facebook: https://goo.gl/o8HrWX
En el mundo NLP son muy habituales las tareas de tokenización y análisis morfosintáctico de los textos, que resuelven muy bien herramientas como SpaCy o NLTK. Sin embargo, en los últimos años se ha puesto de moda la aplicación de modelos de redes neuronales para extraer información semántica a partir de documentos de texto. Esto supone, además de un cambio tecnológico, un nuevo enfoque que aporta capacidades muy innovadoras en este campo.
En esta charla, repasamos las arquitecturas de modelos más habituales para acometer este tipo de tareas, poniendo especial foco en el estado del arte: los modelos basados en atención que han dado lugar a aplicaciones tan espectaculares como BERT (Google) o el modelo CPT-2 (OpenAI) que son capaces de alcanzar niveles de comprensión equivalentes al de un lector humano.
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Todos los vídeos de Commitconf 2019 en: https://lk.autentia.com/Commit19-YouTube
¡Conoce Autentia!
Twitter: https://goo.gl/MU5pUQ
Instagram: https://lk.autentia.com/instagram
LinkedIn: https://goo.gl/2On7Fj/
Facebook: https://goo.gl/o8HrWX