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How to Use XGBoost for Time-Series Forecasting?

Analytics Vidhya

Introduction Time-series forecasting is a crucial task in various domains, including finance, sales, and energy demand. Accurate forecasting allows businesses to make informed decisions, optimize resources, and plan for the future effectively. appeared first on Analytics Vidhya.

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Time-Series Forecasting Using Attention Mechanism

Analytics Vidhya

Introduction Time-series forecasting plays a crucial role in various domains, including finance, weather prediction, stock market analysis, and resource planning. Accurate predictions can help businesses make informed decisions, optimize processes, and gain a competitive edge.

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Forecasting Solar Radiation using DataRobot to Optimize Power Generation

DataRobot Blog

There is a need to optimize supply to meet demand. One way to determine if supply can meet demand is to forecast how much solar power can be generated in advance. Forecasting how much solar power will be generated is directly dependent on the availability of solar radiation or sunlight in layman terms. Courtesy: NSRDB.

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What is cloud cost optimization?

IBM Big Data Hub

However, cloud services costs can be higher than anticipated, so monitoring and optimizing your cloud spend is critical. Cloud cost optimization combines strategies, techniques, best practices and tools to help reduce cloud costs, find the most cost-effective way to run your applications in the cloud environment, and maximize business value.

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Reference guide to build inventory management and forecasting solutions on AWS

AWS Big Data

Forecasting is another critical component of effective inventory management. Accurately predicting demand for products allows businesses to optimize inventory levels, minimize stockouts, and reduce holding costs. However, forecasting can be a complex process, and inaccurate predictions can lead to missed opportunities and lost revenue.

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IDC and Kuwait’s Central Agency for Information Technology will explore how CIOs embrace the AI era

CIO Business Intelligence

IDC forecasts annual spending on AI-centric systems worldwide will surpass 300 billion USD by 2026, while ICT spending in Kuwait will exceed 5.5 Supported by Kuwait’s Central Agency for Information Technology (CAIT), the summit will feature a distinguished lineup of speakers and thought leaders at the forefront of digital transformation. “In

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Is Data Analytics Ushering in the Modern Age of Weather Forecasting?

Smart Data Collective

Weather forecasting technology has grown from strength to strength in the last few decades. Gone are the days when you had to wait for the local news channel to share the weather forecasts for the next day. But if there’s one technology that has revolutionized weather forecasting, it has to be data analytics.