Change numpy to NumPy

Author: 8bitmp3

site/en/guide/ragged_tensor.ipynb

@@ -252,7 +252,7 @@
         "id": "HNxF6_QKAzkl"
       },
       "source": [
-        "Ragged tensors can be converted to nested Python `list`s and numpy `array`s:"
+        "Ragged tensors can be converted to nested Python `list`s and NumPy `array`s:"
       ]
     },
     {
@@ -285,7 +285,7 @@
       "source": [
         "### Constructing a ragged tensor\n",
         "\n",
-        "The simplest way to construct a ragged tensor is using `tf.ragged.constant`, which builds the `RaggedTensor` corresponding to a given nested Python `list` or numpy `array`:"
+        "The simplest way to construct a ragged tensor is using `tf.ragged.constant`, which builds the `RaggedTensor` corresponding to a given nested Python `list` or NumPy `array`:"
       ]
     },
     {
@@ -825,7 +825,7 @@
       "source": [
         "#### Building Datasets with ragged tensors\n",
         "\n",
-        "Datasets can be built from ragged tensors using the same methods that are used to build them from `tf.Tensor`s or numpy `array`s, such as `Dataset.from_tensor_slices`:"
+        "Datasets can be built from ragged tensors using the same methods that are used to build them from `tf.Tensor`s or NumPy `array`s, such as `Dataset.from_tensor_slices`:"
       ]
     },
     {
@@ -1881,4 +1881,4 @@
   },
   "nbformat": 4,
   "nbformat_minor": 0
-}
+}