Consider the following transactional data set

Note that transactions pass through created->paid->cancelled in order.

The analyst usually needs to answer questions like

  1. How many transactions completed payment?
  2. How many transactions which were initiated on a mobile device were cancelled?
  3. How many transactions paid by card completed payment?
  4. How many transactions…

One of the key requirements in machine learning is to monitor the inputs and predictions of the pipeline in real time. This need arises as sudden large disturbances in inputs and/or the outputs leads to disturbances in down stream application and activities that consuming predictions.

In this post we will…

Vijay Narayanan

Currently working as lead solution engineer at Imply. Been in the data space for about 20 years at Cloudera, Informatica and other companies

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