diff --git a/.github/ISSUE_TEMPLATE/bug_report.md b/.github/ISSUE_TEMPLATE/bug_report.md
new file mode 100644
index 0000000000..746d95a2aa
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+++ b/.github/ISSUE_TEMPLATE/bug_report.md
@@ -0,0 +1,37 @@
+---
+name: Bug report
+about: File a report to help us reproduce and fix the problem
+title: ''
+labels: 'bug'
+assignees: ''
+
+---
+
+**PySDK Version**
+- [ ] PySDK V2 (2.x)
+- [ ] PySDK V3 (3.x)
+
+**Describe the bug**
+A clear and concise description of what the bug is.
+
+**To reproduce**
+A clear, step-by-step set of instructions to reproduce the bug.
+The provided code need to be **complete** and **runnable**, if additional data is needed, please include them in the issue.
+
+**Expected behavior**
+A clear and concise description of what you expected to happen.
+
+**Screenshots or logs**
+If applicable, add screenshots or logs to help explain your problem.
+
+**System information**
+A description of your system. Please provide:
+- **SageMaker Python SDK version**:
+- **Framework name (eg. PyTorch) or algorithm (eg. KMeans)**:
+- **Framework version**:
+- **Python version**:
+- **CPU or GPU**:
+- **Custom Docker image (Y/N)**:
+
+**Additional context**
+Add any other context about the problem here.
diff --git a/.github/ISSUE_TEMPLATE/config.yml b/.github/ISSUE_TEMPLATE/config.yml
new file mode 100644
index 0000000000..5d43bfd67c
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/config.yml
@@ -0,0 +1,5 @@
+blank_issues_enabled: false
+contact_links:
+  - name: Ask a question
+    url: https://github.com/aws/sagemaker-python-sdk/discussions
+    about: Use GitHub Discussions to ask and answer questions
diff --git a/.github/ISSUE_TEMPLATE/documentation-request.md b/.github/ISSUE_TEMPLATE/documentation-request.md
new file mode 100644
index 0000000000..b64cd47873
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/documentation-request.md
@@ -0,0 +1,17 @@
+---
+name: Documentation request
+about: Request improved documentation
+title: ''
+labels: ''
+assignees: ''
+
+---
+
+**What did you find confusing? Please describe.**
+A clear and concise description of what you found confusing. Ex. I tried to [...] but I didn't understand how to [...]
+
+**Describe how documentation can be improved**
+A clear and concise description of where documentation was lacking and how it can be improved.
+
+**Additional context**
+Add any other context or screenshots about the documentation request here.
diff --git a/.github/ISSUE_TEMPLATE/feature_request.md b/.github/ISSUE_TEMPLATE/feature_request.md
new file mode 100644
index 0000000000..014e654f27
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+++ b/.github/ISSUE_TEMPLATE/feature_request.md
@@ -0,0 +1,20 @@
+---
+name: Feature request
+about: Suggest new functionality for this library
+title: ''
+labels: 'feature request'
+assignees: ''
+
+---
+
+**Describe the feature you'd like**
+A clear and concise description of the functionality you want.
+
+**How would this feature be used? Please describe.**
+A clear and concise description of the use case for this feature. Please provide an example, if possible.
+
+**Describe alternatives you've considered**
+A clear and concise description of any alternative solutions or features you've considered.
+
+**Additional context**
+Add any other context or screenshots about the feature request here.