Master Forecasting Demand:From Basics to Advanced Techniques

所在平台: Udemy

课程主页: https://www.udemy.com/course/master-forecasting-demandfrom-basics-to-advanced-techniques/

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课程简介

**课程名称:** 精通需求预测:从基础到高级技术 (Master Forecasting Demand: From Basics to Advanced Techniques) **课程概述:** 本课程旨在帮助学员掌握需求预测的技能,涵盖从供应链的整体流程到最后的交付环节。学员将学习包括最后值法、简单平均法、移动平均法、加权移动平均法、指数平滑法、霍尔特趋势法以及霍尔特-温特斯法(Holt-Winters)在内的关键预测方法。课程还将教授在缺乏历史数据的情况下如何进行预测,例如通过专家意见、类似产品分析、市场调研和判断性预测。通过提供易于复制的Excel数据和分步指导,学员能够解决实际业务问题。课程还将指导学员如何根据具体业务情况选择合适的预测方法。 **目标学员:** 本课程适合供应链专业人士、业务经理、MBA学生、创业者以及任何希望将预测方法应用于实际业务问题的爱好者。无需预测经验,具备基础Excel技能(或愿意学习)即可,课程会提供全程指导。 **学习收获:** 完成课程后,学员将能够利用Excel创建可靠的预测,并将这些技能应用于供应链、库存管理、生产计划和业务规划等实际项目。

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课程详情

Are you ready to master demand forecasting for business, supply chain, and operations? This course takes you from beginner to advanced techniques, helping you forecast demand confidently using Mathematical Models, Excel and real-world examples.In this course, you will:1. Understand the entire supply chain flow - from forecasting to last-mile delivery.2. Learn key forecasting methods like Last Value, Simple Average, Moving Average, Weighted Moving Average, Exponential Smoothing, Holt's Trend Method, and Winters Method (Holt-Winters).3. Forecast demand when historical data is missing using expert opinion, analogous products, market research, and judgmental forecasting.4. Solve practical problems with easy-to-copy Excel data and step-by-step instructions.5. Discover how to choose the right forecasting method depending on the business situation.Who is this course for?This course is designed for supply chain professionals, business managers, MBA students, entrepreneurs, and data enthusiasts who want to apply forecasting methods to real business problems.No prior experience with forecasting is needed. Basic Excel skills (or willingness to learn) are sufficient - everything else is taught step-by-step.By the end of this course, you will be able to create reliable forecasts using Excel and apply these skills to real projects in supply chain, inventory, production, and business planning.

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