diff --git a/dataset/table.py b/dataset/table.py
index 9e1aab0..0b817ef 100644
--- a/dataset/table.py
+++ b/dataset/table.py
@@ -390,6 +390,10 @@ class Table(object):
             return self.table.c[column].like(value)
         if op in ("ilike",):
             return self.table.c[column].ilike(value)
+        if op in ("notlike",):
+            return self.table.c[column].notlike(value)
+        if op in ("notilike",):
+            return self.table.c[column].notilike(value)
         if op in (">", "gt"):
             return self.table.c[column] > value
         if op in ("<", "lt"):
@@ -404,6 +408,8 @@ class Table(object):
             return self.table.c[column] != value
         if op in ("in",):
             return self.table.c[column].in_(value)
+        if op in ("notin",):
+            return self.table.c[column].notin_(value)
         if op in ("between", ".."):
             start, end = value
             return self.table.c[column].between(start, end)
diff --git a/docs/queries.rst b/docs/queries.rst
index 40b6978..2d25e93 100644
--- a/docs/queries.rst
+++ b/docs/queries.rst
@@ -34,7 +34,9 @@ gte, >=        Greater or equal
 lte, <=        Less or equal
 !=, <>, not    Not equal to a single value
 in             Value is in the given sequence
+notin          Value is not in the given sequence
 like, ilike    Text search, ILIKE is case-insensitive. Use ``%`` as a wildcard
+notlike        Like text search, except check if pattern does not exist
 between, ..    Value is between two values in the given tuple
 startswith     String starts with
 endswith       String ends with