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Cross-Validation for Time Series Forecasting | Python Tutorial

Egor Howell

📈My Advanced Time Series Course: https://365datascience.com/courses/forecasting-with-advanced-techniques-and-machine-learning/

Python notebook used in video: https://github.com/egorhowell/Youtube/blob/main/Time-Series-Crash-Course/14.%20Crossvalidation.ipynb

Video transcript: https://medium.com/towards-data-science/how-to-correctly-perform-cross-validation-for-time-series-b083b869e42c?sk=9340cf210a39c8e64bef767045f4f91f

CONNECT WITH ME

📸 Instagram — https://www.instagram.com/egorhowell

💼 LinkedIn — https://www.linkedin.com/in/egorhowell

💌 Newsletter / FREE Resume Template — https://newsletter.egorhowell.com

TIMESTAMPS

0:00 Intro

0:37 What is cross validation

3:46 Cross validation for time series

6:10 Hyperparameter tuning using cross validation

9:28 Recap

10:24 Outro

Cross-Validation for Time Series Forecasting | Python Tutorial | Knoovi