fix the english version

01.fit_a_line/README.md

@@ -2,7 +2,7 @@
 
 Let us begin the tutorial with a classical problem called Linear Regression \[[1](#References)\]. In this chapter, we will train a model from a realistic dataset to predict home prices. Some important concepts in Machine Learning will be covered through this example.
 
-The source code for this tutorial lives on [book/fit_a_line](https://github.com/PaddlePaddle/book/tree/develop/01.fit_a_line). For instructions on getting started with PaddlePaddle, see [PaddlePaddle installation guide](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
+The source code for this tutorial lives on [book/fit_a_line](https://github.com/PaddlePaddle/book/tree/develop/01.fit_a_line).For instructions on getting started with this book,see [Running This Book](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
 
 ## Problem Setup
 

01.fit_a_line/index.html

@@ -44,7 +44,7 @@
 
 Let us begin the tutorial with a classical problem called Linear Regression \[[1](#References)\]. In this chapter, we will train a model from a realistic dataset to predict home prices. Some important concepts in Machine Learning will be covered through this example.
 
-The source code for this tutorial lives on [book/fit_a_line](https://github.com/PaddlePaddle/book/tree/develop/01.fit_a_line). For instructions on getting started with PaddlePaddle, see [PaddlePaddle installation guide](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
+The source code for this tutorial lives on [book/fit_a_line](https://github.com/PaddlePaddle/book/tree/develop/01.fit_a_line).For instructions on getting started with this book,see [Running This Book](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
 
 ## Problem Setup
 

02.recognize_digits/README.md

 # Recognize Digits
 
 The source code for this tutorial is here:  [book/recognize_digits](https://github.com/PaddlePaddle/book/tree/develop/02.recognize_digits).
-For instructions on getting started with Paddle, please refer to [installation instructions](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
+For instructions on getting started with this book,see [Running This Book](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
 
 ## Introduction
 When one learns to program, the first task is usually to write a program that prints "Hello World!".

02.recognize_digits/index.html

@@ -43,7 +43,7 @@
 # Recognize Digits
 
 The source code for this tutorial is here:  [book/recognize_digits](https://github.com/PaddlePaddle/book/tree/develop/02.recognize_digits).
-For instructions on getting started with Paddle, please refer to [installation instructions](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
+For instructions on getting started with this book,see [Running This Book](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
 
 ## Introduction
 When one learns to program, the first task is usually to write a program that prints "Hello World!".

03.image_classification/README.md

@@ -2,7 +2,7 @@
 Image Classification
 =======================
 
-The source code for this chapter is at [book/image_classification](https://github.com/PaddlePaddle/book/tree/develop/03.image_classification). First-time users, please refer to PaddlePaddle [Installation Tutorial](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book) for installation instructions.
+The source code for this chapter is at [book/image_classification](https://github.com/PaddlePaddle/book/tree/develop/03.image_classification).For instructions on getting started with this book,see [Running This Book](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
 
 ## Background
 

03.image_classification/index.html

@@ -44,7 +44,7 @@
 Image Classification
 =======================
 
-The source code for this chapter is at [book/image_classification](https://github.com/PaddlePaddle/book/tree/develop/03.image_classification). First-time users, please refer to PaddlePaddle [Installation Tutorial](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book) for installation instructions.
+The source code for this chapter is at [book/image_classification](https://github.com/PaddlePaddle/book/tree/develop/03.image_classification).For instructions on getting started with this book,see [Running This Book](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
 
 ## Background
 

04.word2vec/README.md

@@ -2,7 +2,7 @@
 
 This is intended as a reference tutorial. The source code of this tutorial is located at [book/word2vec](https://github.com/PaddlePaddle/book/tree/develop/04.word2vec).
 
-For instructions on getting started with PaddlePaddle, see [PaddlePaddle installation guide](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
+For instructions on getting started with this book,see [Running This Book](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
 
 ## Background Introduction
 

04.word2vec/index.html

@@ -44,7 +44,7 @@
 
 This is intended as a reference tutorial. The source code of this tutorial is located at [book/word2vec](https://github.com/PaddlePaddle/book/tree/develop/04.word2vec).
 
-For instructions on getting started with PaddlePaddle, see [PaddlePaddle installation guide](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
+For instructions on getting started with this book,see [Running This Book](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
 
 ## Background Introduction
 

05.recommender_system/README.md

 # Personalized Recommendation
 
-The source code from this tutorial is at [here](https://github.com/PaddlePaddle/book/tree/develop/05.recommender_system).  For instructions to run it, please refer to [this guide](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
+The source code from this tutorial is at [here](https://github.com/PaddlePaddle/book/tree/develop/05.recommender_system).  For instructions on getting started with this book,see [Running This Book](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
 
 
 ## Background

05.recommender_system/index.html

@@ -42,7 +42,7 @@
 <div id="markdown" style='display:none'>
 # Personalized Recommendation
 
-The source code from this tutorial is at [here](https://github.com/PaddlePaddle/book/tree/develop/05.recommender_system).  For instructions to run it, please refer to [this guide](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
+The source code from this tutorial is at [here](https://github.com/PaddlePaddle/book/tree/develop/05.recommender_system).  For instructions on getting started with this book,see [Running This Book](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
 
 
 ## Background

06.understand_sentiment/README.md

 # Sentiment Analysis
 
-The source codes of this section is located at [book/understand_sentiment](https://github.com/PaddlePaddle/book/tree/develop/06.understand_sentiment). First-time users may refer to PaddlePaddle for [Installation guide](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
+The source codes of this section is located at [book/understand_sentiment](https://github.com/PaddlePaddle/book/tree/develop/06.understand_sentiment). For instructions on getting started with this book,see [Running This Book](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
 
 ## Background
 

06.understand_sentiment/index.html

@@ -42,7 +42,7 @@
 <div id="markdown" style='display:none'>
 # Sentiment Analysis
 
-The source codes of this section is located at [book/understand_sentiment](https://github.com/PaddlePaddle/book/tree/develop/06.understand_sentiment). First-time users may refer to PaddlePaddle for [Installation guide](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
+The source codes of this section is located at [book/understand_sentiment](https://github.com/PaddlePaddle/book/tree/develop/06.understand_sentiment). For instructions on getting started with this book,see [Running This Book](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
 
 ## Background
 

07.label_semantic_roles/README.md

@@ -2,7 +2,7 @@
 
 The source code of this chapter locates at [book/label_semantic_roles](https://github.com/PaddlePaddle/book/tree/develop/07.label_semantic_roles).
 
-For instructions on getting started with PaddlePaddle, see [PaddlePaddle installation guide](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
+For instructions on getting started with this book,see [Running This Book](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
 
 ## Background
 

07.label_semantic_roles/index.html

@@ -44,7 +44,7 @@
 
 The source code of this chapter locates at [book/label_semantic_roles](https://github.com/PaddlePaddle/book/tree/develop/07.label_semantic_roles).
 
-For instructions on getting started with PaddlePaddle, see [PaddlePaddle installation guide](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
+For instructions on getting started with this book,see [Running This Book](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
 
 ## Background
 

08.machine_translation/README.md

 # Machine Translation
 
-The source code of this tutorial is live at [book/machine_translation](https://github.com/PaddlePaddle/book/tree/develop/08.machine_translation). Please refer to the [book running tutorial](https://github.com/PaddlePaddle/book#running-the-book) for getting started with Paddle.
+The source code of this tutorial is live at [book/machine_translation](https://github.com/PaddlePaddle/book/tree/develop/08.machine_translation).For instructions on getting started with this book,see [Running This Book](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
 
 ## Background
 

08.machine_translation/index.html

@@ -42,7 +42,7 @@
 <div id="markdown" style='display:none'>
 # Machine Translation
 
-The source code of this tutorial is live at [book/machine_translation](https://github.com/PaddlePaddle/book/tree/develop/08.machine_translation). Please refer to the [book running tutorial](https://github.com/PaddlePaddle/book#running-the-book) for getting started with Paddle.
+The source code of this tutorial is live at [book/machine_translation](https://github.com/PaddlePaddle/book/tree/develop/08.machine_translation).For instructions on getting started with this book,see [Running This Book](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
 
 ## Background