📰 WANT THE CODE SHOWN TODAY?
Join Learning Labs PRO: https://university.business-science.io/p/learning-labs-pro
📈 NEED TO BECOME AN EXPERT IN TIME SERIES?
Take my time series course: https://university.business-science.io/p/ds4b-203-r-high-performance-time-series-forecasting/?coupon_code=learninglabs
🏁 JUST STARTING OUT? NEED TO BECOME AN EXPERT FAST?
Take my 5-Course R-Track: https://university.business-science.io/p/5-course-bundle-machine-learning-web-apps-time-series/?coupon_code=LEARNINGLABS
Table of Contents
00:00 How to Forecast 100 Time Series
00:26 Agenda: 5 Steps | 3 Tips | 200+ Lines of Code
01:41 Project Workflow
05:11 Business Problem: Product Sales Forecasting
06:46 Solution: Forecasting App
10:06 3 Pro-Tips for Forecast at SCALE
15:02 Modeltime Nested Forecasting
20:03 4 Key Concepts of Nested Forecasting
22:50 200+ Lines of Code Demo
28:38 Nested Time Series Structure
32:35 Modeling (Bonus: THIEF Algorithm)
37:47 Try 1 Time Series
41:02 Scale
48:16 Select Best Models
49:54 Refit
52:33 Handle Errors
55:44 Bonus: New Workflow Function
59:59 How to Learn What I Just Did