diff --git a/.github/workflows/run-tests.yml b/.github/workflows/run-tests.yml
new file mode 100644
index 000000000..e12d61383
--- /dev/null
+++ b/.github/workflows/run-tests.yml
@@ -0,0 +1,33 @@
+name: Python package
+
+on: [push]
+
+jobs:
+  build:
+
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: [3.5, 3.6, 3.7, 3.8, 3.9]
+
+    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: |
+        python -m pip install --upgrade pip
+        pip install -e .[test]
+
+    - name: Lint with pycodestyle
+      run: |
+        pycodestyle tableauserverclient test samples
+
+    - name: Test with pytest
+      run: |
+        pytest test
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 9085632f4..000000000
--- a/.travis.yml
+++ /dev/null
@@ -1,17 +0,0 @@
-dist: xenial
-language: python
-python:
-  - "3.5"
-  - "3.6"
-  - "3.7"
-  - "3.8"
-  - "3.9"
-# command to install dependencies
-install:
-  - "pip install -e ."
-  - "pip install pycodestyle"
-# command to run tests
-script:
-  # Tests
-  - python setup.py test
-  - pycodestyle tableauserverclient test samples
diff --git a/setup.py b/setup.py
index 5586e4716..8b374f0ce 100644
--- a/setup.py
+++ b/setup.py
@@ -15,6 +15,7 @@
 # This makes work easier for offline installs or low bandwidth machines
 needs_pytest = {'pytest', 'test', 'ptr'}.intersection(sys.argv)
 pytest_runner = ['pytest-runner'] if needs_pytest else []
+test_requirements = ['mock', 'pycodestyle', 'pytest', 'requests-mock>=1.0,<2.0']
 
 setup(
     name='tableauserverclient',
@@ -34,9 +35,8 @@
     install_requires=[
         'requests>=2.11,<3.0',
     ],
-    tests_require=[
-        'requests-mock>=1.0,<2.0',
-        'pytest',
-        'mock'
-    ]
+    tests_require=test_requirements,
+    extras_require={
+        'test': test_requirements
+    }
 )