diff --git a/04_mnist_basics.ipynb b/04_mnist_basics.ipynb
index 0e85ab7..3b5b5b2 100644
--- a/04_mnist_basics.ipynb
+++ b/04_mnist_basics.ipynb
@@ -5757,7 +5757,7 @@
     "|=====\n",
     "| Term | Meaning\n",
     "|ReLU | Function that returns 0 for negative numbers and doesn't change positive numbers.\n",
-    "|Mini-batch | A smll group of inputs and labels gathered together in two arrays. A gradient descent step is updated on this batch (rather than a whole epoch).\n",
+    "|Mini-batch | A small group of inputs and labels gathered together in two arrays. A gradient descent step is updated on this batch (rather than a whole epoch).\n",
     "|Forward pass | Applying the model to some input and computing the predictions.\n",
     "|Loss | A value that represents how well (or badly) our model is doing.\n",
     "|Gradient | The derivative of the loss with respect to some parameter of the model.\n",
@@ -5885,4 +5885,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 4
-}
\ No newline at end of file
+}