Demand Forecasting Using Excel Template

Excel Template for Forecasting Demand"

What you'll learn

Students will gain a strong foundation in the core concepts relevant to the subject matter of the course.

Utilize Excel templates for demand forecasting, project timeline estimation, and budgeting.

Get better at learning the subject

Get trained on expert level question on data science

Requirements

No prior requirements

Description

Demand Forecasting using Excel TemplateThis course provides a comprehensive understanding of demand forecasting techniques using Excel templates. Demand forecasting is a critical aspect of business operations, enabling organizations to predict customer demand accurately and plan production, inventory, and resource allocation efficiently. Through this course, participants will gain practical skills in using Excel templates to perform various demand forecasting methods.The course begins with an introduction to demand forecasting concepts, explaining the importance of accurate forecasting in business decision-making processes. Participants will learn about different types of demand forecasting models, including qualitative, quantitative, and mixed methods, and understand when to apply each model based on the nature of the data and business context.Using Excel templates, participants will explore statistical forecasting techniques such as moving averages, exponential smoothing, and regression analysis. They will learn how to analyze historical demand data, identify trends, seasonality, and other patterns, and use this information to generate forecasts for future periods.Furthermore, the course covers advanced topics such as demand forecasting accuracy evaluation, incorporating external factors like market trends and economic indicators into forecasting models, and dealing with uncertainty and variability in demand.Throughout the course, participants will work on practical exercises and case studies to reinforce their learning and develop proficiency in using Excel templates for demand forecasting. By the end of the course, participants will be equipped with the knowledge and skills to create accurate demand forecasts using Excel, helping their organizations make informed decisions and optimize resource allocation strategies.

Overview

Section 1: Introduction

Lecture 1 Demand Forecasting Basic Concept

Lecture 2 Various methods of Demand Forecasting

Lecture 3 Forecast Performance

Lecture 4 Simple Linear Regression

Lecture 5 Regression Model

Lecture 6 Multiple Regression Model

Lecture 7 Excel Template A

Lecture 8 Excel Template B

Lecture 9 Excel Template C

Lecture 10 Excel Template D

Lecture 11 Excel Template Files

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