diff --git a/boto/dynamodb/types.py b/boto/dynamodb/types.py
index d9aaaa4c..3f8d8601 100644
--- a/boto/dynamodb/types.py
+++ b/boto/dynamodb/types.py
@@ -27,7 +27,7 @@ Python types and vice-versa.
 import base64
 from decimal import (Decimal, DecimalException, Context,
                      Clamped, Overflow, Inexact, Underflow, Rounded)
-from collections import Mapping
+from collections.abc import Mapping
 from boto.dynamodb.exceptions import DynamoDBNumberError
 from boto.compat import filter, map, six, long_type
 
diff --git a/boto/mws/connection.py b/boto/mws/connection.py
index 687fae74..3a1f5f80 100644
--- a/boto/mws/connection.py
+++ b/boto/mws/connection.py
@@ -21,7 +21,7 @@
 import xml.sax
 import hashlib
 import string
-import collections
+import collections.abc
 from boto.connection import AWSQueryConnection
 from boto.exception import BotoServerError
 import boto.mws.exception
@@ -109,7 +109,7 @@ def http_body(field):
 def destructure_object(value, into, prefix, members=False):
     if isinstance(value, boto.mws.response.ResponseElement):
         destructure_object(value.__dict__, into, prefix, members=members)
-    elif isinstance(value, collections.Mapping):
+    elif isinstance(value, collections.abc.Mapping):
         for name in value:
             if name.startswith('_'):
                 continue
@@ -117,7 +117,7 @@ def destructure_object(value, into, prefix, members=False):
                                members=members)
     elif isinstance(value, six.string_types):
         into[prefix] = value
-    elif isinstance(value, collections.Iterable):
+    elif isinstance(value, collections.abc.Iterable):
         for index, element in enumerate(value):
             suffix = (members and '.member.' or '.') + str(index + 1)
             destructure_object(element, into, prefix + suffix,