diff --git a/.github/workflows/pythonpackage.yml b/.github/workflows/pythonpackage.yml
new file mode 100644
index 00000000..5d05225d
--- /dev/null
+++ b/.github/workflows/pythonpackage.yml
@@ -0,0 +1,39 @@
+name: Python package
+
+on:
+  pull_request:
+    branches:
+    - master
+  push:
+    branches:
+    - master
+
+jobs:
+  build:
+    name: Test on python ${{ matrix.python-version }} and ${{ matrix.os }}
+    runs-on: ${{ matrix.os }}
+    strategy:
+      max-parallel: 4
+      matrix:
+        python-version: [2.7, 3.6, 3.7]
+        os: [ubuntu-latest, windows-latest]
+
+    steps:
+    - uses: actions/checkout@v1
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v1
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install urllib3 certifi pytz pyflakes faker nose
+    - name: Test with nosetests
+      run: |
+        pyflakes minio/*.py || true
+        python setup.py install
+        python setup.py nosetests
+    - name: Test with functional tests
+      env:
+        MINT_MODE: full
+      run: python tests/functional/tests.py
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 469e9c29..00000000
--- a/.travis.yml
+++ /dev/null
@@ -1,25 +0,0 @@
-dist: xenial   # required for Python >= 3.7
-language: python
-
-python:
-- '2.7'
-- '3.4'
-- '3.5'
-- '3.6'
-- '3.7'
-
-os:
-- linux
-
-env:
-- ARCH=x86_64
-- ARCH=i686
-
-install:
-- pip install urllib3 certifi pytz pyflakes faker nose
-
-script:
-- pyflakes minio/*.py || true
-- python setup.py install
-- python setup.py nosetests
-- MINT_MODE=full python tests/functional/tests.py
diff --git a/appveyor.yml b/appveyor.yml
deleted file mode 100644
index c301941e..00000000
--- a/appveyor.yml
+++ /dev/null
@@ -1,33 +0,0 @@
-environment:
-  matrix:
-    - PYTHON: "C:\\Python27"
-    - PYTHON: "C:\\Python35"
-    - PYTHON: "C:\\Python27-x64"
-    - PYTHON: "C:\\Python35-x64"
-
-install:
-  # We need wheel installed to build wheels
-  - "%PYTHON%\\python.exe -m pip install wheel faker nose mock"
-  - "%PYTHON%\\python.exe setup.py install"
-
-build: off
-
-test_script:
-  # Note that you must use the environment variable %PYTHON% to refer to
-  # the interpreter you're using - Appveyor does not do anything special
-  # to put the Python evrsion you want to use on PATH.
-  - "%PYTHON%\\python.exe setup.py nosetests"
-  - "%PYTHON%\\python.exe tests/functional/tests.py"
-
-after_test:
-  # This step builds your wheels.
-  - "%PYTHON%\\python.exe setup.py bdist_wheel"
-
-artifacts:
-  # bdist_wheel puts your built wheel in the dist directory
-  - path: dist\*
-
-#on_success:
-#  You can use this step to upload your artifacts to a public website.
-#  See Appveyor's documentation for more details. Or you can simply
-#  access your wheels from the Appveyor "artifacts" tab for your build.