diff --git a/.github/workflows/CI.yml b/.github/workflows/CI.yml
new file mode 100644
index 00000000..2738ba28
--- /dev/null
+++ b/.github/workflows/CI.yml
@@ -0,0 +1,39 @@
+name: CI
+on:
+  - push
+  - pull_request
+jobs:
+  test:
+    name: Julia ${{ matrix.version }} - ${{ matrix.os }} - ${{ matrix.arch }} - ${{ github.event_name }}
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        version:
+          - '1.0'
+          - '1.5'
+          - 'nightly'
+        os:
+          - ubuntu-latest
+          - macOS-latest
+          - windows-latest
+        arch:
+          - x64
+    steps:
+      - uses: actions/checkout@v2
+      - uses: julia-actions/setup-julia@v1
+        with:
+          version: ${{ matrix.version }}
+          arch: ${{ matrix.arch }}
+      - uses: actions/cache@v1
+        env:
+          cache-name: cache-artifacts
+        with:
+          path: ~/.julia/artifacts
+          key: ${{ runner.os }}-test-${{ env.cache-name }}-${{ hashFiles('**/Project.toml') }}
+          restore-keys: |
+            ${{ runner.os }}-test-${{ env.cache-name }}-
+            ${{ runner.os }}-test-
+            ${{ runner.os }}-
+      - uses: julia-actions/julia-buildpkg@v1
+      - uses: julia-actions/julia-runtest@v1
\ No newline at end of file
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 22d0f7fe..00000000
--- a/.travis.yml
+++ /dev/null
@@ -1,14 +0,0 @@
-language: julia
-julia:
-  - 1.0
-  - nightly
-os:
-  - linux
-  - osx
-notifications:
-  email: false
-# script:
-#   - if [[ -a .git/shallow ]]; then git fetch --unshallow; fi
-#   - julia -e 'Pkg.clone(pwd()); Pkg.build("DataFramesMeta"); Pkg.test("DataFramesMeta", coverage=true)'
-after_success:
-  - julia -e 'cd(Pkg.dir("DataFramesMeta")); Pkg.add("Coverage"); using Coverage; Coveralls.submit(Coveralls.process_folder())'
\ No newline at end of file
diff --git a/README.md b/README.md
index ec1b7bf9..e5b79a42 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 # DataFramesMeta.jl
 
 [![Coveralls](https://coveralls.io/repos/github/JuliaStats/DataFramesMeta.jl/badge.svg?branch=master)](https://coveralls.io/github/JuliaStats/DataFramesMeta.jl?branch=master)
-[![Travis](https://travis-ci.org/JuliaData/DataFramesMeta.jl.svg?branch=master)](https://travis-ci.org/JuliaData/DataFramesMeta.jl)
+[![CI Testing](https://github.com/JuliaData/DataFramesMeta.jl/workflows/CI/badge.svg)](https://github.com/JuliaData/DataFramesMeta.jl/actions?query=workflow%3ACI+branch%3Amaster)
 [![](https://img.shields.io/badge/docs-stable-blue.svg)](https://JuliaData.github.io/DataFramesMeta.jl/stable)
 [![](https://img.shields.io/badge/docs-dev-blue.svg)](https://JuliaData.github.io/DataFramesMeta.jl/dev)
 
diff --git a/appveyor.yml b/appveyor.yml
deleted file mode 100644
index 756f881d..00000000
--- a/appveyor.yml
+++ /dev/null
@@ -1,30 +0,0 @@
-environment:
-  matrix:
-  - julia_version: 1.0
-  - julia_version: nightly
-
-platform:
-  - x86 # 32-bit
-  - x64 # 64-bit
-
-branches:
-  only:
-    - master
-    - /release-.*/
-
-notifications:
-  - provider: Email
-    on_build_success: false
-    on_build_failure: false
-    on_build_status_changed: false
-
-install:
-  - ps: iex ((new-object net.webclient).DownloadString("https://raw.githubusercontent.com/JuliaCI/Appveyor.jl/version-1/bin/install.ps1"))
-
-build_script:
-  - echo "%JL_BUILD_SCRIPT%"
-  - C:\julia\bin\julia -e "%JL_BUILD_SCRIPT%"
-
-test_script:
-  - echo "%JL_TEST_SCRIPT%"
-  - C:\julia\bin\julia -e "%JL_TEST_SCRIPT%"