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Towards optimal experimentation in online systems

The Unofficial Google Data Science Blog

If the relationship of $X$ to $Y$ can be approximated as quadratic (or any polynomial), the objective and constraints as linear in $Y$, then there is a way to express the optimization as a quadratically constrained quadratic program (QCQP). However, joint optimization is possible by increasing both $x_1$ and $x_2$ at the same time.

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Optimizing clinical trial site performance: A focus on three AI capabilities

IBM Big Data Hub

Failure to share data and results from randomized clinical trials means a missed opportunity to contribute to systematic reviews and meta-analyses as well as a lack of lesson-sharing with the biopharma community. AI can also empower trial managers and executives with the data to make strategic decisions.

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NHL turns to venue metrics data to drive sustainability

CIO Business Intelligence

To reduce its carbon footprint and mitigate climate change, the National Hockey League (NHL) has turned to data and analytics to gauge the sustainability performance of the arenas where its teams play. Sustainability is all about innovation and business optimization. Sustainability is all about continuous business improvement.

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The Java migration imperative: Why your business should upgrade now

CIO Business Intelligence

Its “write once, run anywhere” philosophy has driven widespread adoption and established the platform as the backbone of enterprise applications. Upgrading delivers security features that will help to protect users’ data and ensure the integrity and reliability of Java applications.

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Top 6 Kubernetes use cases

IBM Big Data Hub

Developed internally at Google and released to the public in 2014, Kubernetes has enabled organizations to move away from traditional IT infrastructure and toward the automation of operational tasks tied to the deployment, scaling and managing of containerized applications (or microservices ).

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6 Case Studies on The Benefits of Business Intelligence And Analytics

datapine

Because things are changing and becoming more competitive in every sector of business, the benefits of business intelligence and proper use of data analytics are key to outperforming the competition. BI software uses algorithms to extract actionable insights from a company’s data and guide its strategic decisions.

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The current state of data storytelling and its analytical requirements

BI-Survey

T he ultimate goal of data-driven decision support is to gain tangible benefits from analytics. optimization) or increase revenues (e.g., The importance of certain aspects of data storytelling serves as the starting point for our analysis to find out what mindset fosters successful storytelling initiatives.