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What you need to know about product management for AI

O'Reilly on Data

All you need to know for now is that machine learning uses statistical techniques to give computer systems the ability to “learn” by being trained on existing data. You might establish a baseline by replicating collaborative filtering models published by teams that built recommenders for MovieLens, Netflix, and Amazon.

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6 DataOps Best Practices to Increase Your Data Analytics Output AND Your Data Quality

Octopai

When DataOps principles are implemented within an organization, you see an increase in collaboration, experimentation, deployment speed and data quality. Continuous pipeline monitoring with SPC (statistical process control). If you’ve created a useful reporting process or dashboard segment, no one need ever waste time reinventing it.

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Web Analytics: An Hour A Day

Occam's Razor

I am thrilled to say that my book Web Analytics: An Hour A Day has been published and is now widely available. Experimentation & Testing (A/B, Multivariate, you name it). Benchmarking (exactly how you can do it), impactful actionable executive dashboards (what they should contain), creating a data driven organization.

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How a Discovery Data Warehouse, the next evolution of augmented analytics, accelerates treatments and delivers medicines safely to patients in need

Cloudera

How can he make it easy to see statistics, and do calculations, on discovered commonalities, across structured and unstructured data? An integrated, out of the box visualization and dashboard service that is integrated across multiple compute options, to expedite cross-organization collaboration with a consistent visual language.

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The 2015 Digital Marketing Rule Book. Change or Perish.

Occam's Razor

" "My dashboard should have Page Views and Exit Rate!" Lack of loyalty shows simply re-publishing AP stories is useless. AND you can have analysis of your risk in almost real time to get an early read and in a few days with statistical significance! "Count Impressions, in real time!" We expect more.

Marketing 140
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Unintentional data

The Unofficial Google Data Science Blog

1]" Statistics, as a discipline, was largely developed in a small data world. More people than ever are using statistical analysis packages and dashboards, explicitly or more often implicitly, to develop and test hypotheses. Data was expensive to gather, and therefore decisions to collect data were generally well-considered.