Merge branch 'master' of github.com:ageron/handson-ml

02_end_to_end_machine_learning_project.ipynb

@@ -2277,7 +2277,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Great! It seems that we had the right imputer stragegy (mean), and apparently only the top 7 features are useful (out of 9), the last 2 seem to just add some noise."
+    "Great! It seems that we had the right imputer strategy (mean), and apparently only the top 7 features are useful (out of 9), the last 2 seem to just add some noise."
    ]
   },
   {

03_classification.ipynb

@@ -6,7 +6,7 @@
    "source": [
     "**Chapter 3 – Classification**\n",
     "\n",
-    "_This notebook contains all the sample code and solutions to the exercices in chapter 3._"
+    "_This notebook contains all the sample code and solutions to the exercises in chapter 3._"
    ]
   },
   {

04_training_linear_models.ipynb

@@ -17,7 +17,7 @@
     "editable": true
    },
    "source": [
-    "_This notebook contains all the sample code and solutions to the exercices in chapter 4._"
+    "_This notebook contains all the sample code and solutions to the exercises in chapter 4._"
    ]
   },
   {

05_support_vector_machines.ipynb

@@ -9,7 +9,7 @@
    "source": [
     "**Chapter 5 – Support Vector Machines**\n",
     "\n",
-    "_This notebook contains all the sample code and solutions to the exercices in chapter 5._"
+    "_This notebook contains all the sample code and solutions to the exercises in chapter 5._"
    ]
   },
   {

06_decision_trees.ipynb

@@ -17,7 +17,7 @@
     "editable": true
    },
    "source": [
-    "_This notebook contains all the sample code and solutions to the exercices in chapter 6._"
+    "_This notebook contains all the sample code and solutions to the exercises in chapter 6._"
    ]
   },
   {

07_ensemble_learning_and_random_forests.ipynb

@@ -11,7 +11,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "_This notebook contains all the sample code and solutions to the exercices in chapter 7._"
+    "_This notebook contains all the sample code and solutions to the exercises in chapter 7._"
    ]
   },
   {

08_dimensionality_reduction.ipynb

@@ -11,7 +11,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "_This notebook contains all the sample code and solutions to the exercices in chapter 8._"
+    "_This notebook contains all the sample code and solutions to the exercises in chapter 8._"
    ]
   },
   {

09_up_and_running_with_tensorflow.ipynb

@@ -17,7 +17,7 @@
     "editable": true
    },
    "source": [
-    "_This notebook contains all the sample code and solutions to the exercices in chapter 9._"
+    "_This notebook contains all the sample code and solutions to the exercises in chapter 9._"
    ]
   },
   {

10_introduction_to_artificial_neural_networks.ipynb

@@ -17,7 +17,7 @@
     "editable": true
    },
    "source": [
-    "_This notebook contains all the sample code and solutions to the exercices in chapter 10._"
+    "_This notebook contains all the sample code and solutions to the exercises in chapter 10._"
    ]
   },
   {

11_deep_learning.ipynb

@@ -11,7 +11,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "_This notebook contains all the sample code and solutions to the exercices in chapter 11._"
+    "_This notebook contains all the sample code and solutions to the exercises in chapter 11._"
    ]
   },
   {

12_distributed_tensorflow.ipynb

@@ -17,7 +17,7 @@
     "editable": true
    },
    "source": [
-    "_This notebook contains all the sample code and solutions to the exercices in chapter 12._"
+    "_This notebook contains all the sample code and solutions to the exercises in chapter 12._"
    ]
   },
   {

13_convolutional_neural_networks.ipynb

@@ -11,7 +11,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "_This notebook contains all the sample code and solutions to the exercices in chapter 13._"
+    "_This notebook contains all the sample code and solutions to the exercises in chapter 13._"
    ]
   },
   {

14_recurrent_neural_networks.ipynb

@@ -17,7 +17,7 @@
     "editable": true
    },
    "source": [
-    "_This notebook contains all the sample code and solutions to the exercices in chapter 14._"
+    "_This notebook contains all the sample code and solutions to the exercises in chapter 14._"
    ]
   },
   {

15_autoencoders.ipynb

@@ -11,7 +11,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "_This notebook contains all the sample code and solutions to the exercices in chapter 15._"
+    "_This notebook contains all the sample code and solutions to the exercises in chapter 15._"
    ]
   },
   {

16_reinforcement_learning.ipynb

@@ -17,7 +17,7 @@
     "editable": true
    },
    "source": [
-    "This notebook contains all the sample code and solutions to the exercices in chapter 16."
+    "This notebook contains all the sample code and solutions to the exercises in chapter 16."
    ]
   },
   {