diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
new file mode 100644
index 00000000..77195d3e
--- /dev/null
+++ b/.github/workflows/tests.yml
@@ -0,0 +1,44 @@
+name: tests
+
+on:
+  push:
+    branches:
+    - master
+  pull_request:
+    branches:
+    - master
+
+jobs:
+  build:
+
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: [3.4, 3.5, 3.6, 3.7, 3.8, 3.9, pypy3]
+
+    steps:
+    - uses: actions/checkout@v2
+
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v2
+      with:
+        python-version: ${{ matrix.python-version }}
+
+    - name: Install dependencies
+      run: |
+        pip install -r requirements.txt
+
+    - name: Lint with flake8
+      run: |
+        pip install flake8
+        flake8 .
+
+    - name: Run tests
+      run: |
+        pip install nose
+        make test
+
+    - name: Generate man pages and bash/zsh completion
+      run: |
+        make man completion
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 9b9ff917..00000000
--- a/.travis.yml
+++ /dev/null
@@ -1,45 +0,0 @@
-language: python
-python:
-  - "3.4"
-  - "3.5"
-  - "3.6"
-  - "3.7"
-  - "3.8"
-  - "pypy3"
-env:
-  - GALLERYDL_TESTS=core
-matrix:
-  include:
-    - python: "3.8"
-      env: GALLERYDL_TESTS=results
-    - python: "3.8"
-      env: GALLERYDL_TESTS=flake8
-      install: pip install flake8
-      script: flake8 .
-    - language: minimal
-      env: GALLERYDL_TESTS=snap
-      addons:
-        snaps:
-          - name: snapcraft
-            classic: true
-      install:
-        - true
-      script:
-        - sudo apt update
-        - snapcraft --destructive-mode
-        - sudo snap try
-        - snap run gallery-dl --verbose https://en.wikipedia.org/static/images/project-logos/enwiki.png
-  allow_failures:
-    - env: GALLERYDL_TESTS=results
-    - env: GALLERYDL_TESTS=snap
-
-git:
-  depth: 3
-  quiet: true
-branches:
-  only:
-  - master
-  - /^v\d+\.\d+\.\d+(-\S*)?$/
-  - /^test(-\w+)+$/
-script:
-  - ./scripts/run_tests.sh
diff --git a/README.rst b/README.rst
index ccc745a9..b915389d 100644
--- a/README.rst
+++ b/README.rst
@@ -326,8 +326,8 @@ access to *gallery-dl*. Authorize it and you will be shown one or more
 .. |pypi| image:: https://img.shields.io/pypi/v/gallery-dl.svg
     :target: https://pypi.org/project/gallery-dl/
 
-.. |build| image:: https://travis-ci.com/mikf/gallery-dl.svg?branch=master
-    :target: https://travis-ci.com/mikf/gallery-dl
+.. |build| image:: https://github.com/mikf/gallery-dl/workflows/tests/badge.svg
+    :target: https://github.com/mikf/gallery-dl/actions
 
 .. |gitter| image:: https://badges.gitter.im/gallery-dl/main.svg
     :target: https://gitter.im/gallery-dl/main