diff --git a/thefuck/rules/dnf_no_such_command.py b/thefuck/rules/dnf_no_such_command.py
new file mode 100644
index 00000000..227ca03e
--- /dev/null
+++ b/thefuck/rules/dnf_no_such_command.py
@@ -0,0 +1,50 @@
+import re
+from thefuck.specific.sudo import sudo_support
+from thefuck.utils import for_app, replace_command
+
+dnf_commands = [
+    'autoremove',
+    'check',
+    'check-update',
+    'clean',
+    'deplist',
+    'distro-sync',
+    'downgrade',
+    'group',
+    'help',
+    'history',
+    'info',
+    'install',
+    'list',
+    'makecache',
+    'mark',
+    'provides',
+    'reinstall',
+    'remove',
+    'repolist',
+    'repoquery',
+    'repository-packages',
+    'search',
+    'shell',
+    'swap',
+    'updateinfo',
+    'upgrade',
+    'upgrade-minimal'
+]
+
+regex = re.compile(r'No such command: (.*)\.')
+
+
+@for_app('dnf')
+@sudo_support
+def match(command):
+    return 'no such command' in command.output.lower()
+
+
+@sudo_support
+def get_new_command(command):
+    misspelled_command = regex.findall(command.output)[0]
+    return replace_command(command, misspelled_command, dnf_commands)
+
+
+enabled_by_default = True