Vídeos de programación

Vídeos sobre programación y desarrollo de software.
What happens when you deploy 5 real AI projects around the world? What lessons can you learn from these deployments? Find out in 5 real AI deployments from North America to Africa. In each story is a real customer with a real business need using Deep Learning, Computer Vision, Natural Language or a combination of each to achieve a specific business result. Session presented at Big Things Conference 2019 by David Tareen, Director of AI and Analytics by SAS Institute 20th November 2019 Kinépolis, Madrid
In this talk we’ll see how graphs give us a framework for contextualizing the world around us. We’ll explore how simple rules from graph theory can evolve our model to show how it might be in the future. We’ll also see how we can take our graphs and feed them into our ML pipelines for better models and outcomes than simple row-wise data using graph neural nets. Session presented at Big Things Conference 2019 by Jim Webber, Chief Scientist at Neo4J 20th November 2019 Kinépolis, Madrid
At Twitter, they believe that it’s possible to know your customer on a deeper level by harnessing real-time, unprompted and authentic feedback. And, you can put that business intelligence to work to create better products, services and customer experiences. Session presented at Big Things Conference 2019 by Joe Rice, Head of Developer and Enterprise Solutions, EMEA at Twitter 20th November 2019 Kinépolis, Madrid
In this video, José Ruiz will talk about how companies are starting to use the power of technology to make a positive impact in the world, and we will present the keys to survive in a new business scenario in which success at any cost is no longer tolerated. Session presented at Big Things Conference 2019 by José Ruiz, Director of Business Development at Paradigma 20th November 2019 Kinépolis, Madrid
The talk addresses the full workflow for Deep Reinforcement Learning: choosing an adequate environment, crafting a reward function, choosing a policy function, training and deployment. Using Model-Based Design, the talk demonstrates how to build and control a virtual biped humanoid robot in Simulink and leverages Deep Reinforcement Learning in MATLAB, specifically the Deep Deterministic Policy Gradient (DDPG), to successfully train the agent. Finally, we discuss how to deploy the optimal policies to the target hardware, using C/C++ or CUDA. Session presented at Big Things Conference 2019 by Lucas García, Senior Application Engineer at MathWorks. 20th November 2019 Kinépolis, Madrid
Delta Lake is an open source storage layer that brings reliability to data lakes. Delta Lake offers ACID transactions, scalable metadata handling, and unifies streaming and batch data processing. It runs on top of your existing data lake and is fully compatible with Apache Spark APIs. Session presented at Big Things Conference 2019 by Michael Armbrust, Principal Engineer at Databricks 20th November 2019 Kinépolis, Madrid
Effective data governance is foundational for AI adoption in enterprise, but it’s an almost overwhelming topic. Paco Nathan offers an overview of its history, themes, tools, process, standards, and more—partly based on interviewing experts in this field about issues and best practices. Join in to learn what impact machine learning has on data governance and vice versa. Session presented at Big Things Conference 2019 by Paco Nathan, Managing Partner at Derwen 20th November 2019 Kinépolis, Madrid
Machine learning provides an amazingly effective family of techniques for solving real business problems. But solving problems with machine learning is only a small part of the challenge: to take advantage of ML, we need to incorporate predictive models and learning pipelines into real systems. This talk will introduce some of the challenges involved in going from a successful experiment to a maintainable system and show you how to confidently navigate safely from a notebook to a robust production environment. Session presented at Big Things Conference 2019 by William Benton, Senior Principal Software Engineer at Red Hat 20th November 2019 Kinépolis, Madrid