diff --git a/drexml/cli/cli.py b/drexml/cli/cli.py
index d9cfae7d..65f3c6d4 100644
--- a/drexml/cli/cli.py
+++ b/drexml/cli/cli.py
@@ -14,9 +14,20 @@
 import shutil
 import subprocess
 import sys
+import warnings
 
 import click
 import joblib
+from numba.core.errors import NumbaDeprecationWarning, NumbaPendingDeprecationWarning
+
+with warnings.catch_warnings():
+    warnings.filterwarnings(
+        "ignore", module="shap", message="IPython could not be loaded!"
+    )
+    warnings.filterwarnings("ignore", module="shap", category=NumbaDeprecationWarning)
+    warnings.filterwarnings(
+        "ignore", module="shap", category=NumbaPendingDeprecationWarning
+    )
 
 from drexml.plotting import plot_metrics
 from drexml.utils import (
diff --git a/drexml/utils.py b/drexml/utils.py
index 773ef8a3..9a4324c0 100644
--- a/drexml/utils.py
+++ b/drexml/utils.py
@@ -11,11 +11,16 @@
 
 import joblib
 import pandas as pd
+from numba.core.errors import NumbaDeprecationWarning, NumbaPendingDeprecationWarning
 
 with warnings.catch_warnings():
     warnings.filterwarnings(
         "ignore", module="shap", message="IPython could not be loaded!"
     )
+    warnings.filterwarnings("ignore", module="shap", category=NumbaDeprecationWarning)
+    warnings.filterwarnings(
+        "ignore", module="shap", category=NumbaPendingDeprecationWarning
+    )
     import shap
 
 from sklearn.model_selection import ShuffleSplit, train_test_split