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

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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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Certinia uses AI to accelerate finance functions for service companies

CIO Business Intelligence

Certinia is using predictive AI to deliver more precise forecasts of cash flow and days to pay, based on analyses of trends in customer payments, and to forecast how many days it will take to staff resource requests, help enterprises keep projects on schedule, or to manage their customers’ expectations when things fall behind.

Finance 85
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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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The State of Data Analytics in Finance

Dataiku

Applying best practices for data analytics in finance seems like a no-brainer. After all, finance teams are under intense pressure to create accurate reporting, forecasting , and intelligence for the business.

Finance 59