diff --git a/.github/workflows/ci-build.yaml b/.github/workflows/ci-build.yaml
new file mode 100644
index 00000000..58c031ea
--- /dev/null
+++ b/.github/workflows/ci-build.yaml
@@ -0,0 +1,37 @@
+name: CI
+on: [push, pull_request]
+
+jobs:
+  build-and-deploy:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout source
+        uses: actions/checkout@v2
+
+      - name: Setup Conda Environment
+        uses: goanpeca/setup-miniconda@v1
+        with:
+          miniconda-version: "latest"
+          python-version: "3.7"
+          environment-file: binder/environment.yml
+          activate-environment: dask-examples
+          auto-activate-base: false
+
+      - name: Install testing and docs dependencies
+        shell: bash -l {0}
+        run: |
+          conda install -q pathlib nbconvert nbformat jupyter_client ipykernel
+          pip install nbsphinx dask-sphinx-theme sphinx
+
+      - name: Build
+        shell: bash -l {0}
+        run: sphinx-build -M html . _build -v
+
+      - name: Deploy
+        if: ${{ github.ref == 'refs/heads/master' && github.event_name != 'pull_request'}}
+        uses: JamesIves/github-pages-deploy-action@3.7.1
+        with:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          BRANCH: gh-pages
+          FOLDER: _build/html
+          CLEAN: true
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index a5015170..00000000
--- a/.travis.yml
+++ /dev/null
@@ -1,46 +0,0 @@
-language: python
-
-python:
-    - "3.6"
-
-env:
-    global:
-    # Doctr deploy key for dask/dask-examples
-    - secure: "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"
-
-
-before_install:
-    - sudo apt-get update
-    - sudo apt-get install graphviz
-
-install:
-    # Install conda
-    - wget https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh -O miniconda.sh
-    - bash miniconda.sh -b -p $HOME/miniconda
-    - export PATH="$HOME/miniconda/bin:$PATH"
-    - conda config --set always_yes yes --set changeps1 no
-    - conda install -q pip  # create a record for conda, to avoid removing setuptools. See #12 for more.
-    - conda update -q conda
-
-    # Install dependencies
-    - conda env create -q -n test -f binder/environment.yml
-    - source activate test
-
-    # Install testing dependencies
-    - conda install -q pathlib nbconvert nbformat jupyter_client ipykernel
-
-    # Install documentation dependencies
-    - pip install nbsphinx dask-sphinx-theme sphinx
-
-    # Debug info
-    - conda list
-
-script:
-    - set -e
-    - source activate test
-    - sphinx-build -M html . _build -v
-    - pip install doctr
-    - doctr deploy --built-docs _build/html .
-
-notifications:
-  email: false
diff --git a/binder/environment.yml b/binder/environment.yml
index e56a0977..3e1441d9 100644
--- a/binder/environment.yml
+++ b/binder/environment.yml
@@ -1,3 +1,4 @@
+name: dask-examples
 channels:
   - conda-forge
 dependencies:
@@ -27,4 +28,4 @@ dependencies:
   - py-xgboost
   - dask-xgboost
   - pip:
-    - mimesis
+      - mimesis