关于此课程： Have you ever wondered how companies know how much to produce in advance so that they do not make too much or too little? Matching supply and demand requires planning. This course introduces you to the exciting area of supply chain planning. Part of a broader specialization on Supply Chain Management, you will master different forecasting techniques, essential for building a Sales and Operations Plan. At the completion of this course you will have the tools and techniques to analyze demand data, construct different forecasting techniques, and choose the most suitable one for projecting future demand.
此课程适用人群： This course is for those looking to start a career in Supply Chain Management, but lack the basic background, for those working with people in Supply Chain Management and want to understand their daily challenges better, or for are fascinated by how demand is forecasted in today's supply chains.
制作方： 新泽西州立罗格斯大学
教学方： Rudolf Leuschner, Ph.D., Assistant Professor
Department of Supply Chain Management
| 基本信息 | 课程 3（共 5 门，Supply Chain Management Specialization ） |
| 级别 | Beginner |
| 语言 | English, 字幕： Greek |
| 如何通过 | 通过所有计分作业以完成课程。 |
| 用户评分 |
授课大纲
第 1 周
Simple Forecasting Methods, Naive Forecast and Cumulative Mean
Welcome to the exciting world of planning! This module introduces you to the professor who is teaching the courses in the Supply Chain Management Specialization. You will also construct forecasting models that enable you to predict future demand. By the end of this short module, you'll know what to expect in the course and hopefully be as excited to learn about Supply Chain Planning as I will be to teach you.In this module learners will review two simple forecasting methods, the naive method and the cumulative mean. Finally, you will create forecasts of your own based on a data set and provide the correct answers in the quiz.
6 个视频, 6 个阅读材料, 2 个练习测验
- Материал для самостоятельного изучения: Is this course for me?
- Вопрос для обсуждения: Introductions
- 视频: So, you want to forecast demand?
- Вопрос для обсуждения: Simple Forecasting Methods
- Взаимная оценка: Simple Forecasting Methods
- 视频: The Naive Forecast
- Материал для самостоятельного изучения: Naive Forecast Example
- 视频: Naive Forecast Screencast
- Тренировочный тест: Naive Forecast Practice Quiz
- Материал для самостоятельного изучения: Naive Forecast Solution
- 视频: The Cumulative Mean
- Материал для самостоятельного изучения: Cumulative Mean Example
- 视频: Cumulative Mean Screencast
- Тренировочный тест: Cumulative Mean Practice Quiz
- Материал для самостоятельного изучения: Cumulative Mean Solution
- Материал для самостоятельного изучения: Naive Method and Cumulative Mean Quiz Instructions
已评分: Naive Forecast and Cumulative Mean Assessment
第 2 周
Forecast Accuracy and Moving Average
In this module, learners will cover two more sophisticated forecasting methods, the moving average and exponential smoothing.
4 个视频, 7 个阅读材料, 2 个练习测验
- Материал для самостоятельного изучения: Notes on Forecast Accuracy Measures
- 视频: Forecast Accuracy Measures Screencast
- Тренировочный тест: Forecast Accuracy Practice Quiz
- Материал для самостоятельного изучения: Forecast Accuracy Solution
- Материал для самостоятельного изучения: Forecast Accuracy Quiz Instructions
- 视频: Moving Average
- Материал для самостоятельного изучения: Moving Average Notes
- 视频: Screencast on Moving Average
- Материал для самостоятельного изучения: About Rounding
- Тренировочный тест: Moving Average Practice Quiz
- Материал для самостоятельного изучения: Moving Average Solution
- Материал для самостоятельного изучения: Moving Average Quiz Instructions
已评分: Forecast Accuracy
已评分: Moving Average
第 3 周
Exponential Smoothing and Forecast Selection
In this module, you will master one more forecasting method - exponential smoothing. In addition, you will learn how to pick the best forecasting approach and what to do with the forecast once it is implemented.
3 个视频, 5 个阅读材料, 1 个练习测验
- Материал для самостоятельного изучения: Exponential Smoothing Notes
- 视频: Exponential Smothing Screencast
- Тренировочный тест: Exponential Smoothing Practice Quiz
- Материал для самостоятельного изучения: Exponential Smoothing Solution
- Материал для самостоятельного изучения: Exponential Smoothing Quiz Instructions
- Материал для самостоятельного изучения: Optimizing Exponential Smoothing
- 视频: Selecting the Best Forecast
- Материал для самостоятельного изучения: Forecasting Best Practices
- Взаимная оценка: Selecting the Best Forecasting Method
已评分: Exponential Smoothing Forecast
第 4 周
Supply Chain Planning
In this module you will put your new forecasting skills to the test. You will analyze a real-life dataset and make recommendations on the different forecasting methods.
1 个视频, 1 个阅读材料
- Материал для самостоятельного изучения: Sales and Operations Planning
- Вопрос для обсуждения: Sales and Operations Planning
已评分: Supply Chain Planning Assessment
常见问题解答
运作方式
Задания курса
Каждый курс — это интерактивный учебник, который содержит видеоматериалы, тесты и проекты.
Помощь сокурсников
Общайтесь с тысячами других учащихся: обсуждайте идеи, материалы курса и помогайте друг другу осваивать новые понятия.
Сертификаты
Получите документы о прохождении курсов и поделитесь своим успехом с друзьями, коллегами и работодателями.
制作方
新泽西州立罗格斯大学
价格
| 购买课程 | |
|---|---|
| 访问课程材料 | 可用 |
| 访问评分的材料 | 可用 |
| 收到最终成绩 | 可用 |
| 获得可共享的课程证书 | 可用 |
评分和审阅
I loved the forecasting models all of them from the naive method, cumulative mean, forecast accuracy, moving average & exponential smoothing. I highly recommend to anyone who has done logistics & operations to take this course it is indeed value for mo
one of the best of all the courses that i did. Really enjoyed a lot working on the quizzes as well as the assignment
Excelente course step by step how to build a forecast with emphasis
SM
I am working in a supply chain team and had prior idea of what supply chain planning is about and this course from the very first lecture taught me a lot of new things which will directly help me in my career. The course had really nice content, the notes shared are very insightful. I will recommend this course to any one who is in planning job or any other analytics job. The coach, Rudolf is such a great and energetic person. Great energy your passion for work is clearly visible and inspired me a lot. Cheers.