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Towards optimal experimentation in online systems

The Unofficial Google Data Science Blog

To find optimal values of two parameters experimentally, the obvious strategy would be to experiment with and update them in separate, sequential stages. Our experimentation platform supports this kind of grouped-experiments analysis, which allows us to see rough summaries of our designed experiments without much work.

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6 trends framing the state of AI and ML

O'Reilly on Data

We use it as a data source for our annual platform analysis , and we’re using it as the basis for this report, where we take a close look at the most-used and most-searched topics in machine learning (ML) and artificial intelligence (AI) on O’Reilly [1]. Although TensorFlow grew by just 3%, it, too, garnered 22% share of AI/ML usage in 2019.

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Omdia Selects DataRobot as Recommended MLOps Vendor

DataRobot

A recent report by technology research and consulting firm Omdia, “Selecting an Enterprise MLOps Platform, 2021,” could not have been clearer when stating that “investing in MLOps will be necessary for companies that aim to transform their businesses by using AI technologies.” INDUSTRY ANALYST REPORT.

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Stay Agile in a Shifting Manufacturing Market With Longview Tax

Jet Global

These changes create an ever-increasing demand on manufacturing tax departments to report on cross-border situations and transactions. Manufacturing organizations will succeed if they can adapt quickly to shifting supply chains and maintaining agility in reporting.

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MNIST Expanded: 50,000 New Samples Added

Domino Data Lab

“Hundreds of publications report increasingly good performance on this same test set [10,000 samples]. 2018 , 2019 ], the rediscovery of the 50,000 lost MNIST test digits provides an opportunity to quantify the degradation of the official MNIST test set over a quarter-century of experimental research.”

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Bridging the Gap Between Analytics Expectations and Reality

Sisense

Companies surveyed by Harvard Business Review Analytic Services (HBR) report that two of the most important strategic benefits of using data analytics are (1) identifying new revenue and business models and (2) becoming more innovative. Harvard Business Review Analytics Services Pulse Report for Sisense, March 2021. Only 23% can.

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How Do Super Rookies Start Learning Data Analysis?

FineReport

Taking FineReport as an example, it is a BI reporting tool that can connect to various data sources, quickly analyze the data, and make various reports and cool dashboards. You can complete real-time report through simple drag and drop operations. It can produce a variety of complex reports. Reporting of FineReport.