fix tutorial link

index.Rmd

@@ -214,7 +214,7 @@ Keras provides a vocabulary for building deep learning models that is simple, el
 
 To learn the basics of Keras, we recommend the following sequence of tutorials:
 
-- [Basic Classification](articles/tutorial_basic_classfication.html) --- In this tutorial, we train a neural network model to classify images of clothing, like sneakers and shirts. 
+- [Basic Classification](articles/tutorial_basic_classification.html) --- In this tutorial, we train a neural network model to classify images of clothing, like sneakers and shirts. 
 
 - [Text Classification](articles/tutorial_basic_text_classification.html) --- This tutorial classifies movie reviews as positive or negative using the text of the review. 
 

vignettes/getting_started.Rmd

@@ -192,7 +192,7 @@ Keras provides a vocabulary for building deep learning models that is simple, el
 
 To learn the basics of Keras, we recommend the following sequence of tutorials:
 
-- [Basic Classification](tutorial_basic_classfication.html) --- In this tutorial, we train a neural network model to classify images of clothing, like sneakers and shirts. 
+- [Basic Classification](tutorial_basic_classification.html) --- In this tutorial, we train a neural network model to classify images of clothing, like sneakers and shirts. 
 
 - [Text Classification](tutorial_basic_text_classification.html) --- This tutorial classifies movie reviews as positive or negative using the text of the review. 
 

vignettes/tutorial_basic_regression.Rmd

@@ -315,7 +315,7 @@ This notebook introduced a few techniques to handle a regression problem.
 
 Check out these additional tutorials to learn more:
 
-- [Basic Classification](tutorial_basic_classfication.html) --- In this tutorial, we train a neural network model to classify images of clothing, like sneakers and shirts. 
+- [Basic Classification](tutorial_basic_classification.html) --- In this tutorial, we train a neural network model to classify images of clothing, like sneakers and shirts. 
 
 - [Text Classification](tutorial_basic_text_classification.html) --- This tutorial classifies movie reviews as positive or negative using the text of the review. 
 

vignettes/tutorial_basic_text_classification.Rmd

@@ -471,7 +471,7 @@ For this particular case, we could prevent overfitting by simply stopping the tr
 
 Check out these additional tutorials to learn more:
 
-- [Basic Classification](tutorial_basic_classfication.html) --- In this tutorial, we train a neural network model to classify images of clothing, like sneakers and shirts. 
+- [Basic Classification](tutorial_basic_classification.html) --- In this tutorial, we train a neural network model to classify images of clothing, like sneakers and shirts. 
 
 - [Basic Regression](tutorial_basic_regression.html) --- This tutorial builds a model to predict the median price of homes in a Boston suburb during the mid-1970s. 
 

vignettes/tutorial_overfit_underfit.Rmd

@@ -410,7 +410,7 @@ And two important approaches not covered in this guide are data augmentation and
 
 Check out these additional tutorials to learn more:
 
-- [Basic Classification](tutorial_basic_classfication.html) --- In this tutorial, we train a neural network model to classify images of clothing, like sneakers and shirts. 
+- [Basic Classification](tutorial_basic_classification.html) --- In this tutorial, we train a neural network model to classify images of clothing, like sneakers and shirts. 
 
 - [Text Classification](tutorial_basic_text_classification.html) --- This tutorial classifies movie reviews as positive or negative using the text of the review. 
 

vignettes/tutorial_save_and_restore.Rmd

@@ -309,7 +309,7 @@ In this case, weights were saved on all epochs but the 6th and 7th, where valida
 
 Check out these additional tutorials to learn more:
 
-- [Basic Classification](tutorial_basic_classfication.html) --- In this tutorial, we train a neural network model to classify images of clothing, like sneakers and shirts. 
+- [Basic Classification](tutorial_basic_classification.html) --- In this tutorial, we train a neural network model to classify images of clothing, like sneakers and shirts. 
 
 - [Text Classification](tutorial_basic_text_classification.html) --- This tutorial classifies movie reviews as positive or negative using the text of the review.