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Excel Skills for Business Forecasting
Coursera
Specialization
Unknown

Excel Skills for Business Forecasting

Macquarie University

This specialization develops Excel skills for business forecasting through three courses covering time series models, regression models, and judgmental forecasting techniques.

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About this Course

The current state of the world makes business forecasting even more fundamental to the operation of institutions. In this Specialization we focus on Excel Skills for Business Forecasting in three courses — Time Series Models, Regression Models, and Judgmental Forecasting. In the first course on Time Series Models, we will be looking at how your business can utilise time series data sets to understand the different components underlying this data, and then apply the relevant model depending on these components to forecast for your business' needs. We then continue in our second course in this specialisation which looks at Regression Models, building causal models for both time series data as well as cross-sectional data. Causal models allow us to develop further business insights and strategy by controlling the inputs to generate the output we desire. In the third and final course, we explore the role of Judgmental Forecasting, when more quantitative forecasting methods have limitations, and we need to generate further business insights. We will be exploring some structured methodologies to create judgmental business forecasts and explore how Excel can assist us in these judgments. We will bring all these forecasting methods together in a final case study, giving you the opportunity to generate forecasts, which are the inputs to any organisation's planning

What You'll Learn

  • Understand components of time series data for forecasting
  • Apply relevant models based on data components
  • Build causal models to enhance business insights
  • Control inputs to generate desired outputs
  • Explore judgmental forecasting when quantitative methods limit

Prerequisites

  • Basic familiarity with common terminology
  • Readiness to practice via exercises or case-based work

Instructors

A

Assoc Prof Prashan S. M. Karunaratne

Associate Professor - Teaching & Leadership | SFHEA

Topics

Business Strategy
Business
Data Analysis
Data Science
Business Analytics
Business Economics
Business Mathematics
Business Metrics
Case Studies
Data Presentation

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

استراتيجية الأعمال
الأعمال
تحليل البيانات
علوم البيانات
تحليلات الأعمال
اقتصاديات الأعمال
رياضيات الأعمال
مقاييس الأعمال
Case Studies
Data Presentation

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