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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. In recent years, attention mechanisms have emerged as a powerful tool for improving the performance of time-series forecasting models.

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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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5 Tips for High Quality Finance Forecasting

Jedox

A high-quality business forecast delivers far more than just numbers. Finance professionals regularly try to look in their crystal ball with forecasts and enable the company to have seamless, solid planning. For this to succeed, your forecast must be of high quality. Though other forecasting strategies are also possible.)

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Accelerate Financial Forecasting With Dataiku

Dataiku

Financial forecasting is one of the primary and also most challenging tasks of finance teams. Using existing historical data, like balance sheets, income statements, or business data sources, financial analysts attempt to predict future outcomes.

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Get More out Your CRM: Tips for Better Sales Forecasting

Jedox

However, forecasting or predicting how much your customers want to buy or how well a business would perform in the future was much more difficult to achieve way back then. But what about forecasting? As CRM has evolved, many vendors included sales forecasting functionalities in their tools. Let your CRM work its magic.

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What Are Rolling Forecasts?

Jedox

Rolling forecasts are a specific type of financial forecasting that use existing data to help predict aspects of business performance throughout the year. In this blog post, we explain what’s unique about this type of forecasting, how it works and why more and more companies are opting for rolling forecasts.

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A Planning Center of Excellence Delivers Performance Improvement

David Menninger's Analyst Perspectives

AI is also making it easier for executives and managers to rapidly forecast, plan and analyze to promote deeper situational awareness and facilitate better-informed decision-making. Finance people think in terms of money, but line-of-business managers almost always think in terms of things.