Fixed typo.

Author: MedAymenF

site/en/guide/core/mlp_core.ipynb

@@ -1,6 +1,7 @@
 {
   "cells": [
     {
+      "attachments": {},
       "cell_type": "markdown",
       "metadata": {
         "id": "FhGuhbZ6M5tl"
@@ -32,6 +33,7 @@
       ]
     },
     {
+      "attachments": {},
       "cell_type": "markdown",
       "metadata": {
         "id": "EIdT9iu_Z4Rb"
@@ -41,6 +43,7 @@
       ]
     },
     {
+      "attachments": {},
       "cell_type": "markdown",
       "metadata": {
         "id": "bBIlTPscrIT9"
@@ -63,6 +66,7 @@
       ]
     },
     {
+      "attachments": {},
       "cell_type": "markdown",
       "metadata": {
         "id": "SjAxxRpBzVYg"
@@ -72,6 +76,7 @@
       ]
     },
     {
+      "attachments": {},
       "cell_type": "markdown",
       "metadata": {
         "id": "GHVMVIFHSzl1"
@@ -94,7 +99,7 @@
         "\n",
         "When these perceptrons are stacked, they form structures called dense layers which can then be connected to build a neural network. A dense layer's equation is similar to that of a perceptron's but uses a weight matrix and a bias vector instead: \n",
         "\n",
-        "$$Y = \\mathrm{W}⋅\\mathrm{X} + \\vec{b}$$\n",
+        "$$Z = \\mathrm{W}⋅\\mathrm{X} + \\vec{b}$$\n",
         "\n",
         "where\n",
         "\n",
@@ -108,6 +113,7 @@
       ]
     },
     {
+      "attachments": {},
       "cell_type": "markdown",
       "metadata": {
         "id": "nchsZfwEVtVs"
@@ -164,6 +170,7 @@
       ]
     },
     {
+      "attachments": {},
       "cell_type": "markdown",
       "metadata": {
         "id": "F_72b0LCNbjx"
@@ -190,6 +197,7 @@
       ]
     },
     {
+      "attachments": {},
       "cell_type": "markdown",
       "metadata": {
         "id": "X9uN3Lf6ANtn"
@@ -218,6 +226,7 @@
       ]
     },
     {
+      "attachments": {},
       "cell_type": "markdown",
       "metadata": {
         "id": "bRald9dSE4qS"
@@ -240,6 +249,7 @@
       ]
     },
     {
+      "attachments": {},
       "cell_type": "markdown",
       "metadata": {
         "id": "x_Wt4bDx_BRV"
@@ -269,6 +279,7 @@
       ]
     },
     {
+      "attachments": {},
       "cell_type": "markdown",
       "metadata": {
         "id": "6o3CrycBXA2s"
@@ -298,6 +309,7 @@
       ]
     },
     {
+      "attachments": {},
       "cell_type": "markdown",
       "metadata": {
         "id": "fuGrM9jMwsRM"
@@ -325,6 +337,7 @@
       ]
     },
     {
+      "attachments": {},
       "cell_type": "markdown",
       "metadata": {
         "id": "OHW6Yvg2yS6H"
@@ -357,6 +370,7 @@
       ]
     },
     {
+      "attachments": {},
       "cell_type": "markdown",
       "metadata": {
         "id": "otDFX4u6e6ml"
@@ -396,6 +410,7 @@
       ]
     },
     {
+      "attachments": {},
       "cell_type": "markdown",
       "metadata": {
         "id": "X-7MzpjgyHg6"
@@ -427,6 +442,7 @@
       ]
     },
     {
+      "attachments": {},
       "cell_type": "markdown",
       "metadata": {
         "id": "luXKup-43nd7"
@@ -458,6 +474,7 @@
       ]
     },
     {
+      "attachments": {},
       "cell_type": "markdown",
       "metadata": {
         "id": "tyBATDoRmDkg"
@@ -492,6 +509,7 @@
       ]
     },
     {
+      "attachments": {},
       "cell_type": "markdown",
       "metadata": {
         "id": "BvWxED1km8jh"
@@ -516,6 +534,7 @@
       ]
     },
     {
+      "attachments": {},
       "cell_type": "markdown",
       "metadata": {
         "id": "JSiNRhTOnKZr"
@@ -567,6 +586,7 @@
       ]
     },
     {
+      "attachments": {},
       "cell_type": "markdown",
       "metadata": {
         "id": "osEK3rqpYfKd"
@@ -647,6 +667,7 @@
       ]
     },
     {
+      "attachments": {},
       "cell_type": "markdown",
       "metadata": {
         "id": "FvbfXlN5lwwB"
@@ -669,6 +690,7 @@
       ]
     },
     {
+      "attachments": {},
       "cell_type": "markdown",
       "metadata": {
         "id": "j_RVmt43G12R"
@@ -721,6 +743,7 @@
       ]
     },
     {
+      "attachments": {},
       "cell_type": "markdown",
       "metadata": {
         "id": "tbrJJaFrD_XR"
@@ -778,6 +801,7 @@
       ]
     },
     {
+      "attachments": {},
       "cell_type": "markdown",
       "metadata": {
         "id": "vu9H5STrJzdo"
@@ -813,6 +837,7 @@
       ]
     },
     {
+      "attachments": {},
       "cell_type": "markdown",
       "metadata": {
         "id": "_zZxO8iqBGZ-"
@@ -852,6 +877,7 @@
       ]
     },
     {
+      "attachments": {},
       "cell_type": "markdown",
       "metadata": {
         "id": "j5t9vgv_ciQ_"
@@ -883,6 +909,7 @@
       ]
     },
     {
+      "attachments": {},
       "cell_type": "markdown",
       "metadata": {
         "id": "rcykuJFhdGb0"
@@ -919,6 +946,7 @@
       ]
     },
     {
+      "attachments": {},
       "cell_type": "markdown",
       "metadata": {
         "id": "JT-WA7GVda6d"
@@ -928,6 +956,7 @@
       ]
     },
     {
+      "attachments": {},
       "cell_type": "markdown",
       "metadata": {
         "id": "VFLfEH4ManbW"