Machine Learning Solutions: Recommender System Design

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Recommender systems are now ubiquitous in our daily lives. From Amazon indicating similar products, to Netflix suggesting TV shows, even down to which version of a given advertisement you get in the mail, every business seems to be using recommender systems in order to improve their service. While recommender systems may seem too complex to […]

Data Data Everywhere

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How NoSQL complements traditional relational databases I like working with traditional relational database management systems (RDBMS).  There is something elegant about good table design and the physical implementation of a database.  I like running SQL statements and looking at data along with figuring out how to get specific result sets.  I’m not sure why this […]

Combining Operational and Analytical Big Data Using Couchbase and Spark: A Market Basket Analysis Example

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Couchbase is emerging as a platform of choice in the Enterprise NoSQL market. Couchbase is engineered for handling the operational aspects of big data. However, the platform is continually being enhanced to support integration with related technologies that can address the analytical aspects of big data, and that integration offers disruptive solutions capability to organizations. […]

From Data to Wisdom

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Much is made today of the possible wisdom to be gleaned from a wealth of available data. I am one of those who, through experience, believe this to be true. However, there are a couple steps necessary to achieve wisdom from data. Knowledge from information leads to action and when actions are repeated enough, organizations […]