diff --git a/.github/workflows/coverage.yml b/.github/workflows/coverage.yml
new file mode 100644
index 000000000000..a3c6d464e12d
--- /dev/null
+++ b/.github/workflows/coverage.yml
@@ -0,0 +1,30 @@
+name: Coverage
+on:
+  push:
+    branches:
+      - 'develop'
+jobs:
+  coverage_tests_on_python:
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: ['3.6', '3.7', '3.8', '3.9']
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - name: Installing python
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Installing dependencies
+        run: |
+          pip install coverage tensorflow
+          pip install -e ./
+      - name: Code instrumentation
+        run: |
+          coverage run -m unittest discover -v
+          coverage run -a datum.py -h
+          coverage xml
+      - name: Sending coverage results
+        run: |
+          bash <(curl -Ls https://coverage.codacy.com/get.sh) report -r coverage.xml -t ${{ secrets.CODACY_PROJECT_TOKEN }}
diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
new file mode 100644
index 000000000000..5689e72d74fe
--- /dev/null
+++ b/.github/workflows/main.yml
@@ -0,0 +1,29 @@
+name: CI
+on:
+  push:
+    branches:
+      - 'master'
+  pull_request:
+    branches:
+      - '*'
+jobs:
+  build_and_tests_on_python:
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: ['3.6', '3.7', '3.8', '3.9']
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - name: Installing python
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Installing dependencies
+        run: |
+          pip install tensorflow
+          pip install -e ./
+      - name: Unit testing
+        run: |
+          python -m unittest discover -v
+          datum -h
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 6b9f252237a1..000000000000
--- a/.travis.yml
+++ /dev/null
@@ -1,38 +0,0 @@
-language: python
-
-cache: pip
-
-python:
-  - '3.6'
-  - '3.7'
-  - '3.8'
-
-matrix:
-  include:
-    - dist: xenial
-
-    # measure coverage here
-    - dist: bionic
-      python: '3.6'
-      before_install:
-        - pip install coverage
-      script:
-        - coverage run -m unittest discover -v
-        - coverage run -a datum.py -h
-      after_success:
-        - coverage xml
-        - bash <(curl -Ls https://coverage.codacy.com/get.sh) report -r coverage.xml
-
-    - dist: bionic
-      python: '3.7'
-    - dist: bionic
-      python: '3.8'
-
-install:
-  - pip install -e ./
-  - pip install tensorflow
-  - pip install pandas
-
-script:
-  - python -m unittest discover -v
-  - datum -h
\ No newline at end of file