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所在平台: Udemy |
课程主页: https://www.udemy.com/course/advance-forecasting-with-excel-time-series-models/
课程评论：没有评论
课程名称：供应链分析 - 需求预测 课程概述： 在商业预测中，有两类预测者：那些不知道的人和那些不知道自己不知道的人。能够预见未来的商业状态是一种现实，借助当前和历史数据，您可以对未来的趋势和预测进行准确的分析，从而增强对整体业务的信心。本课程将从预测的基本原理开始，逐步深入至行业的先进实践。 您将学习建立以下时间序列和因果模型： 1. 简单预测 2. 移动平均 3. 加权平均 4. 指数平滑（单次、双次和三次） 5. 自回归（AR）模型 6. 自回归积分移动平均（ARIMA）模型 7. 线性和多元回归分析 8. 因果模型 本课程特别适合那些并非编程专家的学习者，因此使用Excel作为备选工具或起步良机。通过在Excel中学习预测，您也将为学习Python和R等编程语言打下基础。课程中会提供所有预测模型和关键绩效指标计算的实践作业，让您动手实践。 需求预测是一个重要的商业流程，它帮助组织计划和准备未来，预测产品和服务的消费需求。Excel作为一个强大的工具，可以用于创建准确的需求预测，并辅助决策过程。学习使用Excel进行需求预测的原因有： - 广泛应用：Excel是一个广泛使用的电子表格程序，几乎在所有组织中都能找到。 - 易于学习：Excel相对容易学习，许多在线资源提供教程和课程。 - 成本效益高：与其他昂贵的软件工具相比，Excel提供了一个成本效益高的需求预测解决方案。 - 多功能：Excel可以处理大型数据集，并可用于创建各种模型和可视化。 - 可与其他工具集成：Excel可与企业资源规划（ERP）系统、客户关系管理（CRM）系统及商业智能（BI）软件等其他工具结合使用。 通过学习Excel中的需求预测，您可以提高预测准确性，节省时间，并做出更明智的商业决策。快来报名吧！
"There are two kinds of forecasters: those who don't know, and those who don't know they don't know."Wouldn't it be nice to see into the future of your business? With business forecasting, this is a reality; by using current and historical data you are able to have accurate predictions for future trends and forecasts. With this increased visibility you can analyze your business as a whole with the utmost confidence in the data.The course will start with the basic principles of forecasting and take you to advance industry practices.You will learn to build the following Time Series & Causal models. 1. Naive Forecasting2. Moving Average 3. Weighted Average 4. Exponential Smoothing ( Single, Double & Triple ) 5. AR ( Auto Regressive ) Model 6. ARIMA (Auto Regressive Integrated Moving Average ) Model7. Linear & Multiple Regression Analysis8. Causal Models Not everyone is an expert in programming languages so Excel can be a good alternative or good start to build models.Learning forecasting in Excel is the foundation of learning forecasting in programming languages like Python and R. Practice assignments for all the models forecasting and KPI calculation is part of the course. Get ready to make your hands dirty.Forecasting is an essential business process that helps organizations plan and prepare for the future by predicting consumer demand for products and services. Excel is a powerful tool that can be used to create accurate demand forecasts and assist in decision-making processes. Here are some reasons why you should learn demand forecasting with Excel:Widely Used: Excel is a widely used spreadsheet program and is readily available in most organizations. Learning demand forecasting with Excel can help you use a tool that is accessible to you and your colleagues.Easy to Learn: Excel is relatively easy to learn, and many online resources provide tutorials and courses to learn the basics of using Excel for demand forecasting.Cost-Effective: Excel is a cost-effective solution for demand forecasting compared to other more expensive software tools.Versatile: Excel is a versatile tool that can handle large data sets and can be used to create a wide range of models and visualizations.Integrates with other tools: Excel can be used in conjunction with other business tools such as ERP systems, CRM systems, and BI software.By learning demand forecasting with Excel, you can improve your forecasting accuracy, save time, and make more informed business decisions.Hurry Up!! Enroll
