Kernel-based learning methods form the foundation of an important approach to machine learning, particularly as relates to text classification. Several kernels that are especially notable for their usefulness in text mining also hold potential for other advanced analytics applications.
Text mining is becoming an increasingly vital tool for gaining insight from all the text data that flows over the Internet. This overview describes the basic steps of text mining methods and shows how machine learning techniques can help parse natural language processing.
Based on feedback from users, Apache Spark is generating a lot of excitement. Learn how to channel that enthusiasm at the upcoming three-day Datapalooza conference—an intense, fun opportunity to build a data product as well as share experiences and hear from prominent data scientists.
The insight economy was doing better than ever at IBM Insight 2015, where influencers and innovators from a wide range of industries met to swap ideas and share insights. But the presentations and sessions were only a beginning. Those who walked the floors at Insight were treated to incisive and
For some, Wednesdays at Insight conferences can be the last day of the event when the morning general sessions feature a luminary speaker or speakers from other industries such as arts and entertainment, sports and others. Generally, all the big news and exciting announcements take place on days
Welcome to Public Sector Watch at IBM Insight 2015, where we debate data and analytics issues affecting government, education and healthcare. The Watch is in Las Vegas this week for the premiere data and analytics conference, IBM Insight 2015. Topics discussed include the similarities between
The wealth of knowledge flowing through the IBM Insight conference is phenomenal! Many of the insights could be found in side conversations, while walking through the halls or even within the questions asked during sessions. As I traversed hallways and sessions I captured some of these moments.
From the general session to the Hack the Weather finals, attendees at Insight 2015 enjoyed an embarrassment of riches on day two of the conference. Read on for a rundown of the sessions and events that made the second day of Insight a resounding success.
All the excitement around Spark is completely justified. With features such as cached in-memory distributed computing and extension libraries, Spark brings unprecedented speed to cloud-based applications while remaining easy to use.
Organizations increasingly depend on business intelligence (BI) to power their data-driven cultures. To generate useful insight, however, companies must make sure their environment incorporates all the capabilities of a truly 21st-century BI solution.
Rapid advances in cognitive computing and machine learning are enabling smart guidance in many scenarios. Coming on the heels of several key recent announcements, discover how line-of-business and other users can now leverage the full range of analytics—cognitive, descriptive, predictive and
To kickstart my Insight 2015 experience, I chatted with several insight economy thought leaders to learn more about the insights that are helping them reinvent their industries. Read on for your own look through the eyes of some of the thought leaders attending this week’s conference.