Vídeos de programación

Vídeos sobre programación y desarrollo de software.
Semantic segmentation is the classification of every pixel in an image/video. The segmentation partitions a digital image into multiple objects to simplify/change the representation of the image into something that is more meaningful and easier to analyze. The technique has a wide variety of applications ranging from perception in autonomous driving scenarios to cancer cell segmentation for medical diagnosis. Exponential growth in the datasets that require such segmentation is driven by improvements in the accuracy and quality of the sensors generating the data. This growth is further compounded by exponential advances in cloud technologies enabling the storage and compute available for such applications. The need for the semantically segmented datasets is a key requirement to improve the accuracy of inference engines that are built upon them. #BIGTH20 #AI #Cloud #Analytics #MachineLearning #Big Data #Deep Learning #Visualization #ComputerVision Session presented at Big Things Conference 2020 by Arvind Hosagrahara, Chief Solutions Architect at MathWorks 17th November 2020 Home Edition Do you want to know more? https://www.bigthingsconference.com/
Voice Technologies are becoming ubiquitous today but there was a time when the only option was to let our fingers do the talking on keyboards. User interfaces have come a long way so that recent technological breakthroughs have allowed us to effectively “talk” to our technology to get things done. In the era of voice assistants people are using voice naturally to get directions, find recipes, listen to music, hear stories, play games, relax and more. Thanks to machine learning, Voice recognition is now accurate enough to make it a powerful option to materialize clever voice assistants besides a big range of other tasks. #BIGTH20 #AI #MachineLearning Session presented at Big Things Conference 2020 by Germán Viscuso, Sr. Technical Evangelist, Amazon 27th November 2020 Home Edition Do you want to know more? https://www.bigthingsconference.com/
Application of Computer Vision techniques together with advanced analytical techniques strongly supported by industrial knowledge that allow detecting the probability of interior and exterior corrosion in pipes, integrating different data sources such as flow rates, compositions, thickness measurements, … Made for 30 of the 3,500 lines at the Tarragona refinery, for internal corrosion, and 7 lines at the Tarragona refinery and 8 lines at the Coruña refinery for external corrosion Allows you to perform inspections more accurately and effectively. #BIGTH20 #AI #MachineLearning #DeepLearing #DataScience #Analytics #Visualization #ComputerVision #BigData Session presented at Big Things Conference 2020 by Emilio Martín Gallardo, Senior Data Scientist at Repsol and Elena Tomas, Senior Data Scientist at Repsol Data & Analytics Hub 17th November 2020 Home Edition Do you want to know more? https://www.bigthingsconference.com/
Nowadays, an increasing number of business problems rely on the analysis of real-time metrics. Typical use cases range from credit fraud detection to predictive maintenance. Also, we are moving towards an era where all sensors and devices are connected to the internet, I.e. IoT, which monitor the performance of different KPIs. For this reason, it is crucial to extend and refine real-time analytics to streaming data sources to reach fast-developing sectors such as: Smart Cities, Industry 4.0, Smart Healthcare, etc. In this talk we will focus on unsupervised real-time anomaly detection. For this type of setups, it is a standard practice to set up thresholds for the detection of anomalies. #BIGTH20 #AI #Analytics #IoT #MachineLearning #DeepLearning #DataScience Session presented at Big Things Conference 2010 by Aitor Landete, Data Scientist at Telefónica and Pablo Mateos, Data Scientist at Telefónica 17th November 2020 Home Edition Do you want to know more? https://www.bigthingsconference.com/
The aviation sector is responsible of the 2% of Global Greenhouse Emissions (CO2) and the sector is committed to reduce, by 2050, its net CO2 emissions to 50% of what they were in 2005. Considering that in 2037 the number of passengers will be doubled, at constant 3,7% anual growth, the aviation sector must optimize its fuel efficiency by 2% every year to achieve the goal by: better air operations (air navigation procedures), better techonology (engines and materials) and better fuels (biofuels). In addition to that, airlines must offset their emissions to be CO2 neutral with environmental projects through offsetting schemes, for example EU-ETS in Europe, CORSIA, new ongoing programme promoted by United Nations and IATA. #BIGTH20 #AI #Visualization #Analytics #BigData, #TechforGood Session presented at Big Things Conference 2020 by Pedro García, Consultant at Isdefe and Alberto Uceda, Consultant at Isdefe 17th November 2020 Home Edition Do you want to know more? https://www.bigthingsconference.com/
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/