diff --git a/docs/_sidebar.yml b/docs/_sidebar.yml
index 03d9ba764..3ff543f9a 100644
--- a/docs/_sidebar.yml
+++ b/docs/_sidebar.yml
@@ -2,7 +2,7 @@
 website:
   sidebar:
     - id: validmind-reference
-      title: "ValidMind Library"
+      title: "ValidMind Library Python API"
       collapsed: false
       collapse-level: 2
       contents:
diff --git a/docs/templates/module.qmd.jinja2 b/docs/templates/module.qmd.jinja2
index 457772b15..2c42b8d1a 100644
--- a/docs/templates/module.qmd.jinja2
+++ b/docs/templates/module.qmd.jinja2
@@ -3,7 +3,7 @@
 {% import "macros/navigation.jinja2" as nav %}
 {% import "macros/signatures.jinja2" as signatures %}
 ---
-title: "{% if module.name == "validmind" %}ValidMind Library{% else %}[validmind](/validmind/validmind.qmd).{{ module.name }}{% endif +%}"
+title: "{% if module.name == "validmind" %}ValidMind Library Python API{% else %}[validmind](/validmind/validmind.qmd).{{ module.name }}{% endif +%}"
 {% if module.name == "validmind" %}
 aliases:
   - index.html
diff --git a/docs/templates/sidebar.qmd.jinja2 b/docs/templates/sidebar.qmd.jinja2
index f5529706f..3936b8d41 100644
--- a/docs/templates/sidebar.qmd.jinja2
+++ b/docs/templates/sidebar.qmd.jinja2
@@ -2,7 +2,7 @@
 website:
   sidebar:
     - id: validmind-reference
-      title: "ValidMind Library"
+      title: "ValidMind Library Python API"
       collapsed: false
       collapse-level: 2
       contents:
diff --git a/docs/validmind.qmd b/docs/validmind.qmd
index a38a9018f..b39229538 100644
--- a/docs/validmind.qmd
+++ b/docs/validmind.qmd
@@ -1,5 +1,5 @@
 ---
-title: "ValidMind Library"
+title: "ValidMind Library Python API"
 aliases:
   - index.html
 sidebar: validmind-reference
diff --git a/notebooks/code_samples/model_validation/validate_application_scorecard.ipynb b/notebooks/code_samples/model_validation/validate_application_scorecard.ipynb
index 5946c78a7..2ac83e369 100644
--- a/notebooks/code_samples/model_validation/validate_application_scorecard.ipynb
+++ b/notebooks/code_samples/model_validation/validate_application_scorecard.ipynb
@@ -1816,8 +1816,14 @@
   }
  ],
  "metadata": {
+  "kernelspec": {
+   "display_name": "ValidMind Library",
+   "language": "python",
+   "name": "validmind"
+  },
   "language_info": {
-   "name": "python"
+   "name": "python",
+   "version": "3.10.13"
   }
  },
  "nbformat": 4,
diff --git a/notebooks/tutorials/intro_for_model_developers.ipynb b/notebooks/tutorials/intro_for_model_developers.ipynb
index b3d62dae2..cd103546b 100644
--- a/notebooks/tutorials/intro_for_model_developers.ipynb
+++ b/notebooks/tutorials/intro_for_model_developers.ipynb
@@ -8,10 +8,10 @@
     "\n",
     "Learn how to use ValidMind for your end-to-end model documentation process based on common model development scenarios with our *ValidMind for model development* series of four introductory notebooks:\n",
     "\n",
-    "1. [101 Set up the ValidMind Library](/notebooks/tutorials/model_development/101-set_up_validmind.ipynb)\n",
-    "2. [102 Start the model development process](/notebooks/tutorials/model_development/102-start_development_process.ipynb)\n",
-    "3. [103 Integrate custom tests](/notebooks/tutorials/model_development/103-integrate_custom_tests.ipynb)\n",
-    "4. [104 Finalize testing and documentation](/notebooks/tutorials/model_development/104-finalize_testing_documentation.ipynb)\n",
+    "1. [1 — Set up the ValidMind Library](/notebooks/tutorials/model_development/1-set_up_validmind.ipynb)\n",
+    "2. [2 — Start the model development process](/notebooks/tutorials/model_development/2-start_development_process.ipynb)\n",
+    "3. [3 — Integrate custom tests](/notebooks/tutorials/model_development/3-integrate_custom_tests.ipynb)\n",
+    "4. [4 — Finalize testing and documentation](/notebooks/tutorials/model_development/4-finalize_testing_documentation.ipynb)\n",
     "\n",
     "<div class=\"alert alert-block alert-info\" style=\"background-color: #B5B5B510; color: black; border: 1px solid #083E44; border-left-width: 5px; box-shadow: 2px 2px 4px rgba(0, 0, 0, 0.2);border-radius: 5px;\"><span style=\"color: #083E44;\"><b>Or, take our Developer Fundamentals course which walks you through the basics of ValidMind paired with this notebook series.</b></span>\n",
     "<br></br>\n",
diff --git a/pyproject.toml b/pyproject.toml
index 5599b5690..de8472b1c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -10,7 +10,7 @@ description = "ValidMind Library"
 license = "Commercial License"
 name = "validmind"
 readme = "README.pypi.md"
-version = "2.8.18"
+version = "2.8.19"
 
 [tool.poetry.dependencies]
 aiohttp = {extras = ["speedups"], version = "*"}
diff --git a/validmind/__version__.py b/validmind/__version__.py
index c2cb868ca..9d4959085 100644
--- a/validmind/__version__.py
+++ b/validmind/__version__.py
@@ -1 +1 @@
-__version__ = "2.8.18"
+__version__ = "2.8.19"