Time series basics. Going through a Kaggle getting started contest. My basic notebook and what the gaps were with my basic score and the top of the leader board.
0:00 Intro
0:31 Contest overview and kaggle.com/learn
1:57 Libraries used
3:24 Load data and look at it
5:45 Basic EDA
8:28 Feature engineering
13:12 Target encoding
18:10 Train model, experiment log
21:17 Feature importance
23:38 Advanced notebook using Darts
27:42 Thanks for watching!
Contest overview: https://www.kaggle.com/competitions/store-sales-time-series-forecasting/data
Kaggle.com/learning course: https://www.kaggle.com/learn/time-series
My basic notebook: https://www.kaggle.com/code/beezus666/store-sales-getting-started
Advanced notebook: https://www.kaggle.com/code/ferdinandberr/darts-forecasting-deep-learning-global-models
