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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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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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Maximizing Profits through Bayesian Demand Forecasting

Analytics Vidhya

Introduction Demand forecasting helps companies determine the necessary quantity of products to produce, among others things. Bayesian Learning is one of the existing techniques that can help to accomplish this task.

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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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Introduction to Time Series Data Forecasting

Analytics Vidhya

Introduction Welcome to my first Timeseries data forecasting blog post! So, in this article, we […] The post Introduction to Time Series Data Forecasting appeared first on Analytics Vidhya. In the modern world, a sizable chunk of the data that is generated every day surrounds us and is in the form of time series.

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Time Series Forecasting Using Python

Analytics Vidhya

Introduction on Time Series Forecasting Unicorn Investors wants to make an investment in a new form of transportation – JetRail. The post Time Series Forecasting Using Python appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon.

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How is Demand Forecasting changing? How do you compare to your peers?

Get exclusive insights about Demand Forecasting. AIMMS conducted research to assess how supply chain teams perceive the accuracy of their forecast and discover the tools and techniques they are using to upgrade the forecasting process. Perceptions on forecast accuracy. Most common techniques and technologies.

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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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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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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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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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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.