kaggle平台上波士顿房价预测的数据集以及代码实现过程， 主要涉及遇到一个新问题是如何分析数据，对数据进行处理，做特征工程，到最后的预测

Sanet.st.Feature Engineering Made Easy - Sinan Ozdemir.epub(正式版) 让特征工程变得简单正式版 This book will cover the topic of feature engineering. A huge part of the data science and machine learning pipeline, feature engineering includes the ability to identify, clean, construct, and discover new characteristics of data for the purpose of interpretation and predictive analysis. In this book, we will be covering the entire process of feature engineering, from inspection to visualization, transformation, and beyond. We will be using both basic and advanced mathematical measures to transform our data into a form that's much more digestible by machines and machine learning pipelines. By discovering and transforming, we, as data scientists, will be able to gain a whole new perspective on our data, enhancing not only our algorithms but also our insights.

Feature Engineering for Machine Learning - Principles and Techniques for Data Scientists Alice Zheng and Amanda Casari

Hashing for Machine Learning（用于机器学习特征工程的哈希），微软研究院 John Longford 的讲义。

特征工程-特征选择思维导图：主要从常见搜索算法以及经典三刀来展示。这个是自己归纳的，有什么不对的，欢迎指出来