- Mastering Machine Learning on AWS
- Dr. Saket S.R. Mengle Maximo Gurmendez
- 105字
- 2021-06-24 14:23:16
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
推薦閱讀
- 筆記本電腦使用、維護與故障排除實戰
- Cortex-M3 + μC/OS-II嵌入式系統開發入門與應用
- 新型電腦主板關鍵電路維修圖冊
- 電腦維護與故障排除傻瓜書(Windows 10適用)
- Mastering Delphi Programming:A Complete Reference Guide
- Linux運維之道(第2版)
- AMD FPGA設計優化寶典:面向Vivado/SystemVerilog
- 分布式微服務架構:原理與實戰
- CC2530單片機技術與應用
- Spring Cloud微服務架構實戰
- STM32嵌入式技術應用開發全案例實踐
- Machine Learning with Go Quick Start Guide
- 龍芯自主可信計算及應用
- 電腦組裝與維護即時通
- 單片機原理與技能訓練