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Our quest for robust time series forecasting at scale

The Unofficial Google Data Science Blog

Due to multiple changes to the scale of the values depicted on the vertical axis, “Results Pages” values, which reflect search query volume, at the rightward end of the plot (corresponding to July 2004) are 2000 times larger than the values depicted at the leftward end (corresponding to November 1998).

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Towards optimal experimentation in online systems

The Unofficial Google Data Science Blog

Crucially, it takes into account the uncertainty inherent in our experiments. It is also a sound strategy when experimenting with several parameters at the same time. To find optimal values of two parameters experimentally, the obvious strategy would be to experiment with and update them in separate, sequential stages.

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Why Construction Businesses Should Track KPIs to Conquer Economic Uncertainty

Jet Global

Due to the Infrastructure Investment and Jobs Act of 2022 in the United States, nonresidential construction is expected to continue expanding despite expected uncertainty in 2023. Globally, construction is projected to grow substantially. trillion worldwide by 2030. Metrics track the status of a specific business process. Want to learn more?

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2023’s Top Trends for Finance Teams in Europe, the Middle East, and Africa

Jet Global

Understanding evolving market conditions and consumer behaviors in EMEA remains crucial for capitalizing on emerging opportunities and mitigating risks in this dynamic and competitive landscape. Here, we discuss how factors like market uncertainty and IT dependence impact finance teams throughout EMEA.

Finance 52
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What’s Top of Mind for CFOs Heading into 2024

Jet Global

If any one word could encapsulate 2023, it would be “uncertainty.” CFOs will need to pursue a two-prong strategy, sustaining healthy revenue and reducing costs, to achieve financial stability and enhance investor confidence. Generative AI, or GenAI, is still a new enough technology that CFOs are curious but noncommittal.

Finance 52
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How to Build Success Through Strategic ESPP Design

Jet Global

With inflation squeezing payrolls and traditional stock options losing their luster, ESPPs provide a tangible opportunity for employees to share in company success and hedge against financial uncertainties. A well-designed plan will boost employee engagement and invite plan participation, ultimately supporting your corporate strategy.

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Top Three Priorities for Finance Professionals Going Forward

Jet Global

At a time of great uncertainty, the role of finance professionals has, of necessity, evolved into an ever more strategic one. Typically, if debt and equity costs are high, the preferred strategy may be to favor profitability over growth. Risk and compliance issues that may impact certain actions or decisions.

Finance 98