Numerous proposals have been offered for how intelligent machines might learn sequences of patterns, which is believed to be an essential component of any intelligent system. Researchers at Numenta Inc. have published a new study, “Continuous Online Sequence Learning with an Unsupervised Neural Network Model,” which compares their biologically-derived hierarchical temporal memory ( HTM) sequence memory to traditional machine learning algorithms.
Above the Trend Line: machine learning industry rumor central, is a recurring feature of insideBIGDATA. In this column, we present a variety of short time-critical news items such as people movements, funding news, financial results, industry alignments, rumors and general scuttlebutt floating around the big data, data science and machine learning industries including behind-the-scenes anecdotes and curious buzz.
Data science pioneer DataRobot announced the latest version of their enterprise machine learning platform. The new release integrates the powerful TensorFlow™ library for deep learning along with new tools to help users extract insights from all models on the platform. The release also updates DataRobot Prime, a premium add-on that allows users to export scoring code and operationalize models in any environment.
Midwest Anesthesia Consultants is an association of over 100 healthcare providers who rely on the organization’s commitment to quality and comprehensive and compassionate care in the areas of anesthesia, critical care, and pain management. The organization’s extensive team of board certified anesthesiologists is fully integrated into the medical staff at every hospital campus location as members of care teams and governing boards.
MapR Technologies, Inc., provider of the industry’s Converged Data Platform, announced the next major release of the MapR Ecosystem Pack program, a broad set of open source ecosystem projects that enable big data applications running on the MapR Converged Data Platform while ensuring inter-project compatibility. These latest enhancements also add flexible access and provide new capabilities for streaming applications.
In this contributed article, Yaniv Mor, CEO & co-founder of Xplenty, discusses why companies who are still opting for on-premise infrastructure should look into switching to the cloud, and how it can ultimately pay dividends for their businesses.
Omnity, the next-gen semantic search and discovery platform for knowledge workers, announced it is opening its proprietary artificial intelligence technology to enterprise customers to allow them to organize Omnity’s powerful search tools around their own customized classification systems. Using this new feature — called Dynamic Data Shuffle™ — large corporations and organizations can fully customize the content that they deem most relevant to their search queries.
In this special guest feature, Alex Bordei, head of product management at Bigstep, offers 5 examples of how Apache Spark has maximized its user experience – its feel.
In the talk below, Michael Armbrust, gives an overview of some of the exciting new API’s available in Spark 2.0, namely Datasets and Structured Streaming. Together, these APIs are bringing the power of Catalyst, Spark SQL’s query optimizer, to all users of Spark.
In this continuing regular feature, we give all our valued readers a monthly heads-up for the top 10 most viewed articles appearing on insideBIGDATA. Over the past several months, we’ve heard from many of our followers that this feature will enable them to catch up with important news and features flowing across our many channels.