官术网_书友最值得收藏!

Data Modeling in Action - The Titanic Example

Linear models are the basic learning algorithms in the field of data science. Understanding how a linear model works is crucial in your journey of learning data science because it's the basic building block for most of the sophisticated learning algorithms out there, including neural networks.

In this chapter, we are going to dive into a famous problem in the field of data science, which is the Titanic example. The purpose of this example is to introduce linear models for classification and see a full machine learning system pipeline, starting from data handling and exploration up to model evaluation. We are going to cover the following topics in this chapter:

  • Linear models for regression
  • Linear models for classification
  • Titanic example—model building and training
  • Different types of errors
主站蜘蛛池模板: 永丰县| 墨竹工卡县| 平陆县| 漳浦县| 思茅市| 宝坻区| 江津市| 连平县| 昌图县| 太和县| 浦北县| 佛坪县| 双鸭山市| 宿迁市| 开江县| 高清| 浦江县| 濮阳县| 新龙县| 攀枝花市| 锦州市| 扬州市| 九江市| 肥西县| 工布江达县| 新建县| 洪湖市| 五河县| 冀州市| 溧水县| 新宁县| 长子县| 金溪县| 河间市| 丰城市| 乌兰察布市| 页游| 明光市| 铜陵市| 拉萨市| 故城县|