Large-Scale Machine Learning with Spark

Lessons from Large-Scale Machine Learning Deployments on Apache Spark.

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Linear Regression for Machine Learning

Linear regression is perhaps one of the most well known and well understood algorithms in statistics and machine learning. In this post you will discover the linear regression algorithm, how it works and how you can best use it in on your machine learning... (more…)

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Why Do Machine Learning Projects Fail?

At the beginning of any data science project, many challenges could arise that lead to its eventual collapse. Making sure you look ahead -- early in the planning -- toward putting your resulting model into production can help increase the chance of delive... (more…)

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