Forecasting in R • October 2020 • Bahman Rostami-Tabar • Cardiff University
10:00 - 12:30
|Pre Session||Data preparation in tsibble||Reading and video|
|Session 01-1||Introduction to forecasting||Monday 26 Oct. 2020|
|Session 01-2||Time series patterns and graphics||Monday 26 Oct. 2020|
|Session 01-3||Forecaster’s toolbox||Monday 26 Oct. 2020|
|Session 02||Forecaster’s toolbox: modeling accuracy evaluation||Tuesday 27 Oct. 2020|
|Session 03||Exponential smoothing models||Wednesday 28 Oct. 2020|
|Session 04||ARIMA models||Thursday 29 Oct. 2020|
|Session 05||Regression||Friday 30 Oct. 2020|
Given that all sessions are online, they need to be as interactive as possible. My role as instructor is to introduce you new tools and techniques, but it is up to you to take them and make use of them. It is best if you can start applying what you learn in the workshop on your own data.
You will also complete tutorials in R for each session.
You need to use
RStudio Cloud for all lab sessions.
Please click on this link to connect to RStudio Cloud workspace.
We will also share a link with you on the day through the Slack.
Feel free to reuse and share materials. If you use any material from ,please endorse the source.
We will be using Slack to facilitate course communication, particularly around questions and answers. If you have a question outside of class, feel free to reach out via email.
Most of you will need help at some point. Please send an email to Dr. Bahman Rostami-Tabar if you need any help after the workshop or if you have any questions about MSc dissertation, PhD or upcoming webinars.
We - Cardiff University and University of Lancaster, are also offering free resources for 3 months through MSc. dissertation projects for the following topics: data science/analytics/ forecasting and their links to decision making. If you would like help with any project, please send me an email.
If you would like to pursue a PhD in healthcare related to management, planning and decision making, logistics, forecasting, analytics or data science, please get in touch.
We start a series of webinar on specific topics from November 2020:
If you have any suggstion , please get in touch.