# 第五章 多元线性回归：波士顿房价预测问题TesnsorFlow实战

- [第五章 多元线性回归：波士顿房价预测问题TesnsorFlow实战](/tfbook/di-wu-zhang-duo-yuan-xian-xing-hui-gui-bo-shi-dun-fang-jia-yu-ce-wen-ti-tesnsorflow-shi-zhan/di-wu-zhang-duo-yuan-xian-xing-hui-gui-bo-shi-dun-fang-jia-yu-ce-wen-ti-tesnsorflow-shi-zhan.md)
- [5.1 波士顿房价预测问题简介](/tfbook/di-wu-zhang-duo-yuan-xian-xing-hui-gui-bo-shi-dun-fang-jia-yu-ce-wen-ti-tesnsorflow-shi-zhan/di-wu-zhang-duo-yuan-xian-xing-hui-gui-bo-shi-dun-fang-jia-yu-ce-wen-ti-tesnsorflow-shi-zhan/5.1-bo-shi-dun-fang-jia-yu-ce-wen-ti-jian-jie.md)
- [5.2 机器学习中的基本线性代数](/tfbook/di-wu-zhang-duo-yuan-xian-xing-hui-gui-bo-shi-dun-fang-jia-yu-ce-wen-ti-tesnsorflow-shi-zhan/di-wu-zhang-duo-yuan-xian-xing-hui-gui-bo-shi-dun-fang-jia-yu-ce-wen-ti-tesnsorflow-shi-zhan/5.2-ji-qi-xue-xi-zhong-de-ji-ben-xian-xing-dai-shu.md)
- [5.3 准备建模](/tfbook/di-wu-zhang-duo-yuan-xian-xing-hui-gui-bo-shi-dun-fang-jia-yu-ce-wen-ti-tesnsorflow-shi-zhan/di-wu-zhang-duo-yuan-xian-xing-hui-gui-bo-shi-dun-fang-jia-yu-ce-wen-ti-tesnsorflow-shi-zhan/5.4-zhun-bei-jian-mo.md)
- [5.4 数据读取](/tfbook/di-wu-zhang-duo-yuan-xian-xing-hui-gui-bo-shi-dun-fang-jia-yu-ce-wen-ti-tesnsorflow-shi-zhan/di-wu-zhang-duo-yuan-xian-xing-hui-gui-bo-shi-dun-fang-jia-yu-ce-wen-ti-tesnsorflow-shi-zhan/5.3-shu-ju-du-qu.md)
- [5.5 构建模型](/tfbook/di-wu-zhang-duo-yuan-xian-xing-hui-gui-bo-shi-dun-fang-jia-yu-ce-wen-ti-tesnsorflow-shi-zhan/di-wu-zhang-duo-yuan-xian-xing-hui-gui-bo-shi-dun-fang-jia-yu-ce-wen-ti-tesnsorflow-shi-zhan/5.5-mo-xing-ding-yi.md)
- [5.6 训练模型](/tfbook/di-wu-zhang-duo-yuan-xian-xing-hui-gui-bo-shi-dun-fang-jia-yu-ce-wen-ti-tesnsorflow-shi-zhan/di-wu-zhang-duo-yuan-xian-xing-hui-gui-bo-shi-dun-fang-jia-yu-ce-wen-ti-tesnsorflow-shi-zhan/5.6-mo-xing-xun-lian.md)
- [5.7 进行预测](/tfbook/di-wu-zhang-duo-yuan-xian-xing-hui-gui-bo-shi-dun-fang-jia-yu-ce-wen-ti-tesnsorflow-shi-zhan/di-wu-zhang-duo-yuan-xian-xing-hui-gui-bo-shi-dun-fang-jia-yu-ce-wen-ti-tesnsorflow-shi-zhan/5.7-mo-xing-ying-yong.md)
- [5.8 后续版本改进](/tfbook/di-wu-zhang-duo-yuan-xian-xing-hui-gui-bo-shi-dun-fang-jia-yu-ce-wen-ti-tesnsorflow-shi-zhan/di-wu-zhang-duo-yuan-xian-xing-hui-gui-bo-shi-dun-fang-jia-yu-ce-wen-ti-tesnsorflow-shi-zhan/5.8-hou-xu-ban-ben-gai-jin.md)
- [5.9 本章小结和作业](/tfbook/di-wu-zhang-duo-yuan-xian-xing-hui-gui-bo-shi-dun-fang-jia-yu-ce-wen-ti-tesnsorflow-shi-zhan/di-wu-zhang-duo-yuan-xian-xing-hui-gui-bo-shi-dun-fang-jia-yu-ce-wen-ti-tesnsorflow-shi-zhan/5.9-ben-zhang-xiao-jie-he-zuo-ye.md)