diff --git a/.travis.yml b/.travis.yml
new file mode 100644
index 0000000..894e118
--- /dev/null
+++ b/.travis.yml
@@ -0,0 +1,22 @@
+language: rust
+
+env:
+    global:
+        - CRATE_NAME=dtparse
+
+matrix:
+    include:
+        # Tests will only run on nightly, and where I can install Python/Dateutil
+        # Should still build on stable though
+        - env: TARGET=aarch64-unknown-linux-gnu
+          rust: nightly
+        - env: TARGET=x86_64-unknown-linux-gnu
+          rust: nightly
+        - env: TARGET=x86_64-unknown-linux-musl
+          rust: nightly
+
+before_install:
+    - set -eu
+    - pip install dateutil
+    - rustup self update
+