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Churn Prediction with Apache Spark Machine Learning

The prediction process is heavily data-driven and often utilizes advanced machine learning techniques. In this post, we'll take a look at what types of customer data are typically used, do some preliminary analysis of the data, and generate…

How Big Data is Fighting Human Trafficking

Every three minutes, a girl is sold into slavery. The average age of these girls is 12 years old, with children as young as six trafficked for sexual exploitation, and less than one percent of them are ever rescued. Public awareness is the…

Data Analytics is Transforming Healthcare Systems

Big Data Analytics is entirely transforming business paradigms. Automated databases are enabling businesses to perform mundane tasks more efficiently. And, the commercial sector isn’t the only area to benefit from data analytics. Its impact…

The Lord of the Things: Spark or Hadoop?

The internet of things (IOT) will generate massive quantities of data. In most cases, these will be streaming data from ubiquitous sensors and devices. Often, we will need to make real-time (or near real-time) decisions based off of this…

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