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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]. Reinforcement learning fell by 5% in 2019; it’s up hugely—1,500+%—since 2017, however.

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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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Is Google Cloud Platform Ready to Run Your Data Analytics Pipeline?

Sanjeev Mohan

Fast forward to early 2017. Then in the middle of 2017, a realization set in that we were one year away from GDPR and needed to focus on data governance. GCP has gained acceptance for development and experimentation and more enterprise customers are putting it into production.

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Changing assignment weights with time-based confounders

The Unofficial Google Data Science Blog

Instead, we focus on the case where an experimenter has decided to run a full traffic ramp-up experiment and wants to use the data from all of the epochs in the analysis. When there are changing assignment weights and time-based confounders, this complication must be considered either in the analysis or the experimental design.

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Magnificent Mobile Website And App Analytics: Reports, Metrics, How-to!

Occam's Razor

Dive into Mobile Reporting and Analysis. Dive into Mobile Reporting and Analysis. Media-Mix Modeling/Experimentation. Dive into Mobile Reporting and Analysis. What do you learn from this report? What do you learn from this report? What do you learn from this report? Tag your mobile website.

Metrics 141
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4 key roles that define transformational IT leaders today

CIO Business Intelligence

A majority (77%) of CIOs say their role has been elevated due to the state of the economy and they expect this visibility within the organization to continue, according to Foundry’s 22nd annual State of the CIO report. The vice president of IT reports to Johnson as well as the digital teams and transformation office.

IT 115
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Transforming IT for cloud success

CIO Business Intelligence

So Holden, who has been CIO at Halfords — the UK’s largest retailer of motoring and cycling products and services — since 2017, developed a strategy to reorganize his tech team. ASU started its cloud journey a decade ago with experiments, before becoming more strategic and aggressive about cloud adoption when Gonick became CIO in 2017.

IT 140