diff --git a/README.md b/README.md
index b0399d7..12051e1 100644
--- a/README.md
+++ b/README.md
@@ -63,7 +63,7 @@ primary entry point for training a model. It accepts a Nx tensor for the feature
 accepts a keyword list of options that can be used to configure the training process. See the
 [XGBoost documentation](https://xgboost.readthedocs.io/en/latest/parameter.html) for the full list of options.
 
-`Exgbost.train/2` uses the `EXGBoost.Training.train/1` function to perform the actual training. `EXGBoost.Training.train/1`
+`EXGBoost.train/2` uses the `EXGBoost.Training.train/1` function to perform the actual training. `EXGBoost.Training.train/1`
 and can be used directly if you wish to work directly with the `DMatrix` and `Booster` structs.
 
 One of the main features of `EXGBoost.train/2` is the ability for the end user to provide a custom training function
@@ -96,7 +96,7 @@ to `EXGBoost.train/2`. See the [XGBoost documentation](https://xgboost.readthedo
 list of parameters.
 
 ```elixir
-Exgboot.train(X,
+EXGBoost.train(X,
               y,
               obj: &EXGBoost.Training.train/1,
               evals: [{X_test, y_test, "test"}],