diff --git a/news/3 Code Health/12844.md b/news/3 Code Health/12844.md
new file mode 100644
index 000000000000..004246586d91
--- /dev/null
+++ b/news/3 Code Health/12844.md	
@@ -0,0 +1 @@
+Update categories in `package.json`.
diff --git a/package.json b/package.json
index 53d6037573d9..e68b9e237348 100644
--- a/package.json
+++ b/package.json
@@ -28,7 +28,7 @@
         "theme": "dark"
     },
     "engines": {
-        "vscode": "^1.46.0"
+        "vscode": "^1.47.0"
     },
     "keywords": [
         "python",
@@ -43,7 +43,10 @@
         "Snippets",
         "Formatters",
         "Other",
-        "Extension Packs"
+        "Extension Packs",
+        "Data Science",
+        "Machine Learning",
+        "Notebooks"
     ],
     "activationEvents": [
         "onLanguage:python",