diff --git a/docs/source/learn/core_notebooks/pymc_overview.ipynb b/docs/source/learn/core_notebooks/pymc_overview.ipynb
index 4e2cfd45b9..fa6c904429 100644
--- a/docs/source/learn/core_notebooks/pymc_overview.ipynb
+++ b/docs/source/learn/core_notebooks/pymc_overview.ipynb
@@ -3364,12 +3364,12 @@
     "Finally, to allow the NUTS sampler to sample the $\\beta_i$ more efficiently, we will re-parameterize it as follows:\n",
     "\n",
     "$$\n",
-    "\\begin{align*}\n",
+    "\\begin{aligned}\n",
     "    z_i\n",
     "        & \\sim N(0, 1), \\\\\n",
     "     \\beta_i\n",
     "         & = z_i \\cdot \\tau \\cdot \\tilde{\\lambda_i}.\n",
-    "\\end{align*}\n",
+    "\\end{aligned}\n",
     "$$\n",
     "\n",
     "You will run into this reparameterization a lot in practice.\n"