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.
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).
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.
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).
The source code for this tutorial is here: [book/recognize_digits](https://github.com/PaddlePaddle/book/tree/develop/02.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 this book,see [Running This Book](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
For instructions on getting started with Paddle, please refer to [installation instructions](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
## Introduction
## Introduction
When one learns to program, the first task is usually to write a program that prints "Hello World!".
When one learns to program, the first task is usually to write a program that prints "Hello World!".
The source code for this tutorial is here: [book/recognize_digits](https://github.com/PaddlePaddle/book/tree/develop/02.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 this book,see [Running This Book](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
For instructions on getting started with Paddle, please refer to [installation instructions](https://github.com/PaddlePaddle/book/blob/develop/README.md#running-the-book).
## Introduction
## Introduction
When one learns to program, the first task is usually to write a program that prints "Hello World!".
When one learns to program, the first task is usually to write a program that prints "Hello World!".
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).
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).
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).
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).
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).
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).
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).
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).
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).
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).
The source code of this chapter locates at [book/label_semantic_roles](https://github.com/PaddlePaddle/book/tree/develop/07.label_semantic_roles).
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).
The source code of this chapter locates at [book/label_semantic_roles](https://github.com/PaddlePaddle/book/tree/develop/07.label_semantic_roles).
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).
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).
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).
