diff --git a/python-package/lightgbm/callback.py b/python-package/lightgbm/callback.py
index 555822a40131..dcbb51cd2af2 100644
--- a/python-package/lightgbm/callback.py
+++ b/python-package/lightgbm/callback.py
@@ -233,8 +233,8 @@ def __call__(self, env: CallbackEnv) -> None:
                 env.model.reset_parameter(new_parameters)
             else:
                 # CVBooster holds a list of Booster objects, each needs to be updated
-                for i in range(len(env.model.boosters)):
-                    env.model.boosters[i].reset_parameter(new_parameters)
+                for booster in env.model.boosters:
+                    booster.reset_parameter(new_parameters)
             env.params.update(new_parameters)
 
 
@@ -304,9 +304,8 @@ def _is_train_set(self, ds_name: str, eval_name: str, env: CallbackEnv) -> bool:
             return True
 
         # for lgb.train(), it's possible to pass the training data via valid_sets with any eval_name
-        if isinstance(env.model, Booster):
-            if ds_name == env.model._train_data_name:
-                return True
+        if isinstance(env.model, Booster) and ds_name == env.model._train_data_name:
+            return True
 
         return False