diff --git a/.github/ISSUE_TEMPLATE/blank_issue.md b/.github/ISSUE_TEMPLATE/blank_issue.md
new file mode 100644
index 0000000000..2f3dc36c57
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/blank_issue.md
@@ -0,0 +1,8 @@
+---
+name: Blank Issue
+about: Create a blank issue
+title: ''
+labels: ''
+assignees: ''
+
+---
diff --git a/.github/ISSUE_TEMPLATE/bug_report.md b/.github/ISSUE_TEMPLATE/bug_report.md
new file mode 100644
index 0000000000..03a1a08982
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/bug_report.md
@@ -0,0 +1,17 @@
+---
+name: Bug Report
+about: Create a bug report to help us improve EvalML
+title: ''
+labels: 'bug'
+assignees: ''
+
+---
+
+[A clear and concise description of what the bug is.]
+
+#### Code Sample, a copy-pastable example to reproduce your bug.
+
+```python
+# Your code here
+
+```
diff --git a/.github/ISSUE_TEMPLATE/config.yml b/.github/ISSUE_TEMPLATE/config.yml
new file mode 100644
index 0000000000..60720d4dcf
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/config.yml
@@ -0,0 +1,8 @@
+blank_issues_enabled: true
+contact_links:
+  - name: General Technical Question
+    about: "If you have a question like *How can I create a Component Graph?* you can ask on StackOverflow using the #evalml tag."
+    url: https://stackoverflow.com/questions/tagged/evalml
+  - name: Real-time chat
+    url: https://join.slack.com/t/alteryx-oss/shared_invite/zt-6inxevps-RSbpr9lsACE1kObXz4rIuA
+    about: "If you want to meet others in the community and chat about all things Alteryx OSS then check out our Slack."
diff --git a/.github/ISSUE_TEMPLATE/documentation_improvement.md b/.github/ISSUE_TEMPLATE/documentation_improvement.md
new file mode 100644
index 0000000000..ccc579e063
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/documentation_improvement.md
@@ -0,0 +1,10 @@
+---
+name: Documentation Improvement
+about: Suggest an idea for improving the documentation
+title: ''
+labels: 'documentation'
+assignees: ''
+
+---
+
+[a description of what documentation you believe needs to be fixed/improved]
diff --git a/.github/ISSUE_TEMPLATE/feature_request.md b/.github/ISSUE_TEMPLATE/feature_request.md
new file mode 100644
index 0000000000..bbf320be06
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/feature_request.md
@@ -0,0 +1,17 @@
+---
+name: Feature Request
+about: Suggest an idea for this project
+title: ''
+labels: 'new feature'
+assignees: ''
+
+---
+
+- As a [user/developer], I wish I could use EvalML to ...
+
+#### Code Example
+
+```python
+# Your code here, if applicable
+
+```
diff --git a/.github/workflows/latest_dependency_checker.yml b/.github/workflows/latest_dependency_checker.yml
index 7b2461b8de..255471956e 100644
--- a/.github/workflows/latest_dependency_checker.yml
+++ b/.github/workflows/latest_dependency_checker.yml
@@ -19,7 +19,7 @@ jobs:
           evalml/tests/dependency_update_check/make_deps_diff.sh
           cat evalml/tests/dependency_update_check/latest_dependency_versions.txt
       - name: Create Pull Request
-        uses: FeatureLabs/create-pull-request@v3
+        uses: peter-evans/create-pull-request@v3
         with:
           token: ${{ secrets.MACHINEFL_DEPENDENCY_CHECKER_TOKEN }}
           commit-message: Update latest dependencies
diff --git a/.github/workflows/minimum_dependency_checker.yml b/.github/workflows/minimum_dependency_checker.yml
index fce8f8a2f4..b26b5a7c1b 100644
--- a/.github/workflows/minimum_dependency_checker.yml
+++ b/.github/workflows/minimum_dependency_checker.yml
@@ -63,7 +63,7 @@ jobs:
         run: |
           printf "${{ steps.min_dep_gen_core.outputs.min_reqs }}" > evalml/tests/dependency_update_check/minimum_core_requirements.txt
       - name: Create Pull Request
-        uses: FeatureLabs/create-pull-request@v3
+        uses: peter-evans/create-pull-request@v3
         with:
           token: ${{ secrets.MACHINEFL_DEPENDENCY_CHECKER_TOKEN }}
           commit-message: Update minimum dependencies
@@ -74,4 +74,4 @@ jobs:
           branch: min-dep-update
           branch-suffix: short-commit-hash
           base: main
-          reviewers: angela97lin, dsherry, jeremyliweishih, freddyaboulton, bchen1116, chukarsten, ParthivNaresh
\ No newline at end of file
+          reviewers: angela97lin, dsherry, jeremyliweishih, freddyaboulton, bchen1116, chukarsten, ParthivNaresh
diff --git a/docs/source/release_notes.rst b/docs/source/release_notes.rst
index a0fabd2dd8..2bbc53ed96 100644
--- a/docs/source/release_notes.rst
+++ b/docs/source/release_notes.rst
@@ -4,6 +4,7 @@ Release Notes
     * Enhancements
         * Added string support for DataCheckActionCode :pr:`3167`
         * Added ``DataCheckActionOption`` class :pr:`3134`
+        * Add issue templates for bugs, feature requests and documentation improvements for GitHub :pr:`3199`
     * Fixes
         * Fix bug where prediction explanations ``class_name`` was shown as float for boolean targets :pr:`3179`
         * Fixed bug in nightly linux tests :pr:`3189`