Devoogle tiene indexados actualmente 14562 recursos relacionados con el desarrollo de software.

Los sistemas “tradicionales” de Aprendizaje Automático requieren un proceso de entrenamiento centralizado que requiere, además diferentes sistemas de recolección y procesamiento de la información los cuales suelen incrementar la complejidad del proceso de aprendizaje y en muchos casos limitan la obtención de información debido a la falta de privacidad, el coste de la infraestructura y el volumen de datos que deben ser almacenados previamente al entrenamiento. Con el fin de paliar algunos de esto problemas, Google ha desarrollado lo que se denomina como Aprendizaje Automático Federado (Federated Machine Learning) que permite a los dispositivos “móviles” aprender de forma colaborativa manteniendo los datos de entrenamiento en el propio dispositivo y compartiendo los modelos predictivos que han sido generados a nivel local que son utilizados para mejorar un modelo compartido que se encuentra almacenado en el Cloud con pequeñas aportaciones de todos los modelos locales. #BIGTH20 #AI #Cloud #DeepLearning #MachineLearning #BigData Session presented at Big Things Conference 2020 by Moisés Martínez, Technical Lead on Artificial Intelligence and Advance Analytics at Capgemini 17th November 2020 Home Edition Do you want to know more? https://www.bigthingsconference.com/
The project consists of a solution to relate data sources that do not have an identifier by which to relate them, but is from different fields, which often do not have to match exactly or do not have to always be all informed. This is a solution adapted to today’s times where we want to improve the quality of the information that is stored in order to exploit it analytically and also enrich it with external sources. Based on a person’s information, the algorithm checks both exact matches of the fields and matches of the fields by applying a certain preprocessing adapted to each field in question, as well as calculating distances to measure the degree of similarity between the two values ​​that have not matched. #BIGTH20 #AI #MachineLearning #DataScience #NLP #BigData Session presented at Big Things Conference 2020 by Fátima Galán, Senior Manager Expert at Minsait, Jordina Orcajo, Senior Consultant at Minsait and Javier Fernández, Senior management at CTTI 17th November 2020 Home Edition Do you want to know more? https://www.bigthingsconference.com/
El Corte Inglés is a leading business group in Spain, and its Retail business line, from department stores to small stores, has led this sector in Spain over the last century. We will talk about how El Corte Inglés has managed to improve its business process for managing promotions based on the implementation of graph technology using the Neo4j platform. #BIGTH20 #Neo4j #GraphTechnology Session presented at Big Things Conference 2020 by Miguel Ángel Paris, Software Architect at El Corte Inglés and Juan Carlos Modéjar, Business Solutions Manager, El Corte Inglés 16th November 2020 Home Edition Do you want to know more? https://www.bigthingsconference.com/
You’ve heard of the infrastructure cloud provided by AWS, Azure, and GCP because it has revolutionized the way organizations run the servers and tools that power their business. You’ve heard of the application cloud provided by companies such as Salesforce, Workday, and ServiceNow that’s brought the “front office” to the cloud, with massive efficiencies of scale along the way. Now we are seeing the emergence of a third layer, one devoted to data, analytics, and cross-cloud collaboration: the Data Cloud. #BIGTH20 #BigData #Cloud #Analytics Session presented at Big Things Conference 2020 by Ross Pérez, Sr. Director of International Product Marketing at Snowflake 16th November 2020 Home Edition Do you want to know more? https://www.bigthingsconference.com/
The Loc Analytics team will talk about how EA’s Data & AI-based Video Game Localization is transforming. How is this change to culture being made and which tools have been created are key to this change. The creation of the Loc Data Hub is a key point of this transformation, the platform to centralize the data generated around the localization of the game by different internal and external sources, plus other multiple measures are the corner stone of this change #BIGTH20 #AI #BigDataScience #Analytics #BigData Session presented at Big Things Conference 2020by Mario Bergantiños, Director Localization Analytics & Video-Audio at Electronic Arts 16th November 2020 Home Edition Do you want to know more? https://www.bigthingsconference.com/
From Gartner and VentureBeat to NewVantage, the surveys say the same thing: ~85% of analytics, big data, and AI projects will fail, despite massive $ investments. Why are customers and employees not engaging with these data products and services? Often, they weren’t designed around user needs, wants, and behavior. A “people first, technology second” approach can minimize the chance of failure and drive your analytics/AI/data/product team to create innovative and indispensable software solutions. #BIGTH20 #AI #BigData #Analytics #MachineLearning #IoT #Visualization #TechForGood Session presented at Big Things Conference 2020 by Brian T. O’Neill, Designer, Founder and Principal at Designing for Analytics 16th November 2020 Home Edition Do you want to know more? https://www.bigthingsconference.com/
Successful data projects are built on solid foundations. What happens when we’re misled or unaware of what a solid foundation for data teams means? When a data team is missing or understaffed, the entire project is at risk of failure. This talk will cover the importance of a solid foundation and what management should do to fix it. #BIGTH20 #AI #BigData #Analytics #MachineLearning #DeepLearning #DataScience Session presented at Big Things Conference 2020 by Jesse Anderson, Managing Director, Big Data Institute 17th November 2020 Home Edition Do you want to know more? https://www.bigthingsconference.com/
The story of computing is the story of humanity. This is a story of ambition, invention, creativity, vision, avarice, and serendipity, all powered by a refusal to accept the limits of our bodies and our minds. In this presentation, we’ll take a journey through the past, present, and future of computing, a journey that compels us to consider what it means to be human. #BIGTH20 #AI #Cloud #DataScience #BigData #MachineLearning Session presented at Big Things Conference 2020 by Grady Booch, IBM, Chief Scientist for Software Engineering. 17th November 2020 Home Edition Do you want to know more? https://www.bigthingsconference.com/
It is a common belief that Jupyter Notebooks and production are not compatible. This leads to a several consequences: * Just a very few ML models and experiments evolve to a production environment * It takes very long time to deliver a simpler model to production even for the most valuable and business critical ML models We do believe that this can be drastically improved by providing a way of using Jupyter Notebooks directly into a production environment. And in this talk we will show you how to do it. #BIGTH20 #AI #Cloud #DeepLearning Session presented at Big Things Conference 2020 by Viacheslav Kovalevskyi, Engineering Manager/Sr TL at Google Cloud AI, Google and Gonzalo Gasca, Tech Lead at Google Cloud AI 17th November 2020 Home Edition Do you want to know more? https://www.bigthingsconference.com/
There have been amazing advances in AI over the last decade. These have led to huge impact, but what’s driven these advances? These questions will help us answer why the impact seems to be much more consumer centric, and what it would take to bring it to businesses. Does the same technology that delivered Google Photos and Translate, have something for the enterprise as well? #BIGTH20 #AI #Cloud #DataScience #BigData #MachineLearning Session presented at Big Things Conference 2020 by RAJAT MONGA Former lead of TensorFlow at Google 17th November 2020 Home Edition Do you want to know more? https://www.bigthingsconference.com/