diff --git a/.github/workflows/python-ci.yml b/.github/workflows/python-ci.yml
new file mode 100644
index 000000000..357fbc616
--- /dev/null
+++ b/.github/workflows/python-ci.yml
@@ -0,0 +1,48 @@
+name: Python CI
+on: [push, pull_request]
+jobs:
+  test:
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - spark-version: 3.1.2
+            scala-version: 2.12.12
+            python-version: 3.8
+          - spark-version: 3.0.3
+            scala-version: 2.12.12
+            python-version: 3.8
+          - spark-version: 2.4.8
+            scala-version: 2.11.12
+            python-version: 3.7
+    runs-on: ubuntu-20.04
+    env:
+      # define Java options for both official sbt and sbt-extras
+      JAVA_OPTS: -Xms2048M -Xmx2048M -Xss6M -XX:ReservedCodeCacheSize=256M -Dfile.encoding=UTF-8
+      JVM_OPTS:  -Xms2048M -Xmx2048M -Xss6M -XX:ReservedCodeCacheSize=256M -Dfile.encoding=UTF-8
+      SPARK_VERSION: ${{ matrix.spark-version }}
+      SCALA_VERSION: ${{ matrix.scala-version }}
+    steps:
+    - uses: actions/checkout@v2
+    - uses: olafurpg/setup-scala@v11
+      with:
+        java-version: "zulu@1.8"
+    - uses: actions/cache@v2
+      with:
+        path: |
+          ~/.ivy2/cache
+        key: sbt-ivy-cache-spark-${{ matrix.spark-version}}-scala-${{ matrix.scala-version }}
+    - name: Assembly
+      run: sbt -v ++${{ matrix.scala-version }} -Dspark.version=${{ matrix.spark-version }} "set test in assembly := {}" assembly
+    - uses: actions/setup-python@v2
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install Python depencencies
+      run: |
+        python -m pip install --upgrade pip wheel
+        pip install -r ./python/requirements.txt
+        pip install pyspark==${{ matrix.spark-version }}
+    - name: Test
+      run: |
+        export SPARK_HOME=$(python -c "import os; print(os.path.join(os.path.dirname(os.__file__), 'site-packages', 'pyspark'))")
+        ./python/run-tests.sh
diff --git a/.github/workflows/scala-ci.yml b/.github/workflows/scala-ci.yml
new file mode 100644
index 000000000..6cc9f8657
--- /dev/null
+++ b/.github/workflows/scala-ci.yml
@@ -0,0 +1,32 @@
+name: Scala CI
+on: [push, pull_request]
+jobs:
+  test:
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - spark-version: 3.1.2
+            scala-version: 2.12.12
+          - spark-version: 3.0.3
+            scala-version: 2.12.12
+          - spark-version: 2.4.8
+            scala-version: 2.11.12
+    runs-on: ubuntu-20.04
+    env:
+      # define Java options for both official sbt and sbt-extras
+      JAVA_OPTS: -Xms2048M -Xmx2048M -Xss6M -XX:ReservedCodeCacheSize=256M -Dfile.encoding=UTF-8
+      JVM_OPTS:  -Xms2048M -Xmx2048M -Xss6M -XX:ReservedCodeCacheSize=256M -Dfile.encoding=UTF-8
+    steps:
+    - uses: actions/checkout@v2
+    - uses: olafurpg/setup-scala@v11
+      with:
+        java-version: "zulu@1.8"
+    - uses: actions/cache@v2
+      with:
+        path: |
+          ~/.ivy2/cache
+        key: sbt-ivy-cache-spark-${{ matrix.spark-version}}-scala-${{ matrix.scala-version }}
+    - name: Build and Test
+      run: sbt -v ++${{ matrix.scala-version }} -Dspark.version=${{ matrix.spark-version }} coverage test coverageReport
+    - uses: codecov/codecov-action@v2
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 1b830cfd6..000000000
--- a/.travis.yml
+++ /dev/null
@@ -1,33 +0,0 @@
-dist: bionic
-
-language: scala
-
-jdk:
-  - openjdk8
-
-cache:
-  directories:
-    - $HOME/.ivy2
-    - $HOME/.sbt/launchers/
-    - $HOME/.cache/spark-versions
-
-matrix:
-  include:
-    - env: PYSPARK_PYTHON=python3 SCALA_VERSION=2.11.12 SPARK_VERSION=2.4.7 SPARK_BUILD="spark-${SPARK_VERSION}-bin-hadoop2.7"
-    - env: PYSPARK_PYTHON=python3 SCALA_VERSION=2.12.11 SPARK_VERSION=3.0.2 SPARK_BUILD="spark-${SPARK_VERSION}-bin-hadoop2.7"
-    - env: PYSPARK_PYTHON=python3 SCALA_VERSION=2.12.11 SPARK_VERSION=3.1.1 SPARK_BUILD="spark-${SPARK_VERSION}-bin-hadoop2.7"
-
-before_install:
-  - ./bin/download_travis_dependencies.sh
-
-install:
-  - pyenv global 3.7
-  - pip install -r ./python/requirements.txt
-
-script:
-  - sbt ++$SCALA_VERSION -Dspark.version=$SPARK_VERSION "set test in assembly := {}" assembly
-  - sbt ++$SCALA_VERSION -Dspark.version=$SPARK_VERSION coverage test coverageReport
-  - SPARK_HOME=$HOME/.cache/spark-versions/$SPARK_BUILD ./python/run-tests.sh
-
-after_success:
-  - bash <(curl -s https://codecov.io/bash)