2023 Modeling Optimization Uncertainty 
The Unofficial Google Data Science Blog
APRIL 23, 2024
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). Crucially, it takes into account the uncertainty inherent in our experiments.
CIO Business Intelligence
FEBRUARY 8, 2024
The global IT services industry is at a significant crossroads, with the explosive growth of generative AI and deepening economic uncertainties reshaping its future. Although there are efforts to boost industries such as semiconductors, there is much uncertainty about when the impact may be seen.
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CIO Business Intelligence
JANUARY 11, 2024
2023 was a year made notable by a range of unexpected, unpredictable, and fast-moving challenges that, despite seemingly having little to do with technology, had profound impacts on IT strategies. To guide an organization through uncertainty, IT leaders must help ensure everyone in the company is on the same page, Srivastava says.
IBM Big Data Hub
FEBRUARY 20, 2024
Climate models provide answers Human activities precipitated changes to the Earth’s climate in the 20th century and will largely determine the future climate. Global climate models have given climate scientists a set of expectations as to what the future could hold, both for the Earth at large and for specific regions.
CIO Business Intelligence
JANUARY 4, 2023
Cloud, sustainability, scale, and exponential data growth—these major factors that set the tone for high performance computing (HPC) in 2022 will also be key in driving innovation for 2023. Due to the rapid growth in data sizes, there’s an increased need for HPC solutions that can run large training models.
CIO Business Intelligence
DECEMBER 4, 2023
From grapes to wine—a journey of uncertainty Wineries must consider many factors to achieve maximum efficiency, yield, and quality. In the Lourdes winery alone, there has been a 28% increase in capacity by optimizing the fermentation process in each of the 32 vats. First, there’s the life of the grapes. Digital Transformation
CIO Business Intelligence
DECEMBER 6, 2023
In a world where macroeconomic uncertainty has become the new normal, being future-proof is no longer a ‘nice to have’. Those who are willing to make it central to their transformation journeys will open themselves up to new models and revenue streams that will become proof of their future promise. It’s easy to see why.
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