官术网_书友最值得收藏!

Predicting House Value with Regression Algorithms

This chapter will introduce the basics of regression algorithms and apply them to predict the price of houses given a number of features. We'll also introduce how to use logistic regression for classification problems. Examples in SageMaker Notebooks for scikit-learn, Apache Spark, and SageMaker's linear learner will be provided.

In this chapter, we will cover the following topics:

  • Predicting the price of houses
  • Understanding linear regression
  • Evaluating regression models
  • Implementing linear regression through scikit-learn
  • Implementing linear regression through Apache Spark
  • Implementing linear regression through SageMaker's linear learner
  • Understanding logistic regression
  • Pros and cons of linear models
主站蜘蛛池模板: 隆林| 沽源县| 德庆县| 绿春县| 饶平县| 磐安县| 玛多县| 株洲县| 如皋市| 沙湾县| 顺平县| 新密市| 顺平县| 赣榆县| 兴城市| 绵阳市| 阿克| 孟州市| 阿克苏市| 丰顺县| 大理市| 大安市| 常德市| 静宁县| 吴桥县| 吉水县| 绵竹市| 繁峙县| 通化市| 江油市| 林州市| 察雅县| 延长县| 洛扎县| 巴南区| 治县。| 肥城市| 会昌县| 长治市| 安塞县| 汉川市|