Data Science Summit US 2016
|When||Wed, Jul 13, 2016 2:30 PM — 2:55 PM|
San Francisco, CA USA
|Topic||Understanding Cortical Principles and Building Intelligent Machines|
At Numenta we aim to understand the computational principles underlying the neocortex, and build intelligent machines based on those principles. At its most basic level the neocortex takes in a stream of sensory data, builds a sensorimotor model of the world and outputs a stream of motor actions. Recent advances in neuroscience and neural imaging techniques have led to an explosion of data and information regarding these functions. In this talk I will describe a number of cortical principles and how, as computer scientists, we can translate them into working systems. The core ideas have been validated in commercial streaming analytics applications, and an optimized implementation is available in our open source project called NuPIC. Although we still have much work to do, this work forms a foundation for building biologically inspired intelligent machines.
The Data Science Summit is packed with industry experts, authors, researchers and business leaders, delivering concrete examples of data science and machine learning in action. Hear best practices, war stories, vital dos and don’ts and precisely how innovators are deploying machine learning solutions in industry, and the business impact they deliver.
2 days & 3 tracks with 60 talks and tutorials, and a startup showcase.
Hands-on trainings: gain practical skills using the best tools in the industry.
Hear war stories from business leaders at Capital One, Cloudera, Deepart, Google, Kaggle, Pandora, Quora, Salesforce, StichFix, Tableau and more.
Discover amazing machine learning advances from professors at Carnegie Mellon, Stanford, UC Berkeley & University of Washington.
Book signings by scikit-learn’s Andreas Mueller & Pedro Domingos, author of “The Master Algorithm”.
1400 fellow data scientists, developers and business leaders for networking.