diff --git a/docs/freqai-feature-engineering.md b/docs/freqai-feature-engineering.md
index d25051291..78d26bed4 100644
--- a/docs/freqai-feature-engineering.md
+++ b/docs/freqai-feature-engineering.md
@@ -181,7 +181,7 @@ You can ask for each of the defined features to be included also for informative
 In total, the number of features the user of the presented example strategy has created is: length of `include_timeframes` * no. features in `feature_engineering_expand_*()` * length of `include_corr_pairlist` * no. `include_shifted_candles` * length of `indicator_periods_candles`
  $= 3 * 3 * 3 * 2 * 2 = 108$.
  
- !!! note "Learn more about creative feature engineering"
+!!! note "Learn more about creative feature engineering"
     Check out our [medium article](https://emergentmethods.medium.com/freqai-from-price-to-prediction-6fadac18b665) geared toward helping users learn how to creatively engineer features.
 
 ### Gain finer control over `feature_engineering_*` functions with `metadata`