Kx Insights: Machine learning subject matter experts in semiconductor manufacturing

9 Jul 2018 | , ,

Subject matter experts are needed for ML projects since generalist data scientists cannot be expected to be fully conversant with the context, details, and specifics of problems across all industries. The challenges are often domain-specific and require considerable industry background to fully contextualize and address. For that reason, successful projects are typically those that adopt a teamwork approach bringing together the strengths of data scientists and subject matter experts. Where data scientists bring generic analytics and coding capabilities, Subject matter experts provide specialized insights in three crucial areas: identifying the right problem, using the right data, and getting the right answers.

Kx featured on 2018 IoT Landscape Map

7 Mar 2018 | , ,

First Mark Capital's Matt Turck has been talking about the growth of both the Big Data and the Internet of Things ecosystems for several years in his blog and elsewhere. An outgrowth of this interest has been graphic "maps" of both the Big Data landscape and the Internet of Things landscape that portray all of the significant players in those markets in a particular year. Subsequent versions of Matt's maps, which are published annually, show the speed of change of IoT technologies and approaches, especially for managing and analyzing large datasets generated by IoT devices.