19
Lesson 19 of 20 · Patterns and Data
Time series analysis
Time series analysis uses autocorrelation, seasonality decomposition, and recurrent architectures. LSTMs and transformers handle temporal dependencies.
- Time series have autocorrelation and seasonality.
- LSTMs and transformers model temporal patterns.
Think about it
What is the difference between parametric and non-parametric models?