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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). It is also a sound strategy when experimenting with several parameters at the same time.

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IBM to buy Apptio for $4.6B to help companies optimize IT spend

CIO Business Intelligence

billion to help enterprises optimize their IT expenditure, particularly cloud costs, as they try to navigate uncertain macroeconomic conditions. While ApptioOne can be used by enterprises to manage hybrid cloud, Apptio Cloudability can be used to monitor public cloud spending and expenditure optimization.

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How Can You Use Machine Learning to Optimize Pricing in FinTech?

Smart Data Collective

It’s similar to prices – price optimization through machine learning is a great tool to grow your revenue. By processing and analyzing big amounts of data, they can help you establish optimized pricing plans. Hire machine learning to make optimal pricing decisions. Price optimization without machine learning is incomplete.

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More Brands Use AI Driven PPC Strategies For Optimal Exposure

Smart Data Collective

The Proliferation of AI in Google AdWords and Other PPC Strategies. You should keep this in mind while optimizing your campaigns. PPC expert Loren Baker talked about some of the strategies that you can use to merge AI and PPC and SEO. Benefits of Using AI in Your PPC Strategy. Instant Results.

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Big Data is an Important Part of Library Marketing Strategies

Smart Data Collective

In 2019, Science Publishing Group shared a study on the impact of big data on academic libraries. Big Data is the Key to a Successful Library Marketing Strategy. This is where data-driven marketing strategies become so important. Use Data Analytics to Craft the Perfect Social Media Management Strategy.

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What’s Missing in Most CISO’s Security Risk Management Strategies

CIO Business Intelligence

So, what should our security risk management strategies consider? What’s often missing is a comprehensive approach to risk management and a strategy that considers more than just data. A Better Strategy to Manage Security Risks. Security risk management is not a single task, or a single tool.

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Data Optimization Facilitates Pinterest And Instagram Marketing

Smart Data Collective

Marketers used to make decisions primarily off of conjecture because they didn’t have the detailed analytics capabilities that are available in 2019. In 2019, Pinterest has 250 million active users. Marketers can significantly benefit from using big data to optimize their strategies on visual social networks.