data data everywhere and all the ships did sink

architecture

This is my second blog focusing on data technology. In my first installment “Data Data Everywhere” I explored NoSQL technologies, specifically Couchbase. Recently, I had the opportunity to attend the SAP Data Hub training course. In that course, we focused on developing pipelines and moving data from one storage technology to another. We also looked […]

Machine Learning Solutions: Recommender System Design

market-2242727_1920

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 […]

On Demand Recommendations with N1QL

N1QL example

Last month I posted a Market Basket Analysis example using Couchbase and Spark: Combining Operational and Analytical Big Data Using Couchbase and Spark: A Market Basket Analysis Example. I used Couchbase as an operational data store for market basket data, transported the data using the Couchbase Spark Connector, then did the MBA in Spark. It […]

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

couchbasesparkmba

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. […]