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TimeGPT: Revolutionizing Time Series Forecasting

Analytics Vidhya

However, Time Series Forecasting has been a zone where GPT’s didn’t make much breakthrough – Until Now! In this article, […] The post TimeGPT: Revolutionizing Time Series Forecasting appeared first on Analytics Vidhya. They can work with text, images, videos, presentations, and much more.

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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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SARIMA Model for Forecasting Currency Exchange Rates

Analytics Vidhya

Introduction Forecasting currency exchange rates is the practice of anticipating future changes in the value of one currency about another. Currency forecasting may assist people, corporations, and financial organizations make educated financial decisions. One of the forecasting techniques that can be used is SARIMA.

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The Success and Promise of AI-Powered Earthquake Forecasting

Analytics Vidhya

Introduction The advent of artificial intelligence (AI) has revolutionized various sectors, including the field of earthquake forecasting. This article will take you through the success and promise of AI in earthquake forecasting.

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Easily Build an Optimization App and Empower Your Data

Speaker: Gertjan de Lange

If the last few years have illustrated one thing, it’s that modeling techniques, forecasting strategies, and data optimization are imperative for solving complex business problems and weathering uncertainty. Not being able to envision various organizational scenarios means you won't be able to navigate them, leaving you dead in the water.

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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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Multi-variate Time Series Forecasting using Kats Model

Analytics Vidhya

Introduction Kats model-which is also developed by Facebook Research Team-supports the functionality of multi-variate time-series forecasting in addition to univariate time-series forecasting. Often we need to forecast a time series where we have input variables in addition to ‘time’; this is where the […].

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The Best Sales Forecasting Models for Weathering Your Goals

Every sales forecasting model has a different strength and predictability method. Your future sales forecast? It’s recommended to test out which one is best for your team. This way, you’ll be able to further enhance – and optimize – your newly-developed pipeline. Sunny skies (and success) are just ahead!

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5 Perceptions on Demand Forecasting and How it's Changing

Speaker: Brian Dooley, Director SC Navigator, AIMMS

Is your demand forecasting process evolving with the times? Are you satisfied with your level of forecast accuracy? This webinar shares research findings from a recent survey among supply chain planning professionals and delves into the following: Who is typically responsible for forecasting? How are demand forecasts evolving?

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How does your demand forecasting compare to your peers?

Demand forecasts are becoming increasingly more difficult to predict and less accurate. How is their approach to forecasting evolving? Take this assessment to find out how your demand forecasting process stacks up against others. How are supply chain professionals dealing with this?

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Crucial KPIs for Your Growing Company: 7 Principles & 35 Metrics Every SMB Needs

Plus tips for calculating revenue forecasts, evaluating your content marketing strategy, building an employee performance scorecard, and more! Why you need leading and lagging indicators to improve your odds of success. How to use interlocking KPIs to improve company alignment. 35 crucial metrics for SMBs.

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AI in Manufacturing

How AI modernizes demand forecasting, supply chain, and predictive maintenance. In our AI in Manufacturing eBook, you can learn how to solve your most urgent manufacturing and business needs with an enterprise AI platform. Get this eBook to learn about: Achieving ROI with AI and delivering valuable results with urgency.

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The 2023 Supply Chain Crystal Ball: Challenges and Solutions

Speaker: Olivia Montgomery, Associate Principal Supply Chain Analyst

Forecasting techniques to manage inventory. In this webinar, you’ll gain actionable insights from Olivia Montgomery as she walks us through Capterra’s extensive research on how businesses - notably SMBs - are addressing supply chain challenges in 2023. You'll learn more about: Trending supply chain tech investments to consider.