Demand Forecasting Using Time Series
By Coursera
on Coursera
· Data Science
About This Course
This course is the second in a specialization for Machine Learning for Supply Chain Fundamentals. In this course, we explore all aspects of time series, especially for demand prediction. We'll start by gaining a foothold in the basic concepts surrounding time series, including stationarity, trend (drift), cyclicality, and seasonality. Then, we'll spend some time analyzing correlation methods in relation to time series (autocorrelation). In the 2nd half of the course, we'll focus on methods for demand prediction using time series, such as autoregressive models. Finally, we'll conclude with a project, predicting demand using ARIMA models in Python.
Instructor
LearnQuest
Frequently Asked Questions
How much does Demand Forecasting Using Time Series cost?
Demand Forecasting Using Time Series costs $49. Check the course page for current pricing and available discounts.
Who teaches Demand Forecasting Using Time Series?
Demand Forecasting Using Time Series is taught by LearnQuest, LearnQuest.
What skill level is Demand Forecasting Using Time Series for?
This course is designed for beginner learners.