MARC状态：审校 文献类型：西文图书 浏览次数：4
- 题名/责任者:
- Data science from scratch = 数据科学入门 / Joel Grus著.
- 版本说明:
- Second edition.
- 出版发行项:
- 南京 : 东南大学出版社, 2020.
- ISBN:
- 9787564188269
- 载体形态项:
- xvii, 384 pages : illustrations ; 24 cm
- 变异题名:
- 数据科学入门 : 基于Python语言
- 个人责任者:
- Grus, Joel (Software engineer), author.
- 论题主题:
- Database management.
- 论题主题:
- Data mining.
- 论题主题:
- Data mining-Mathematics.
- 中图法分类号:
- TP274
- 书目附注:
- Includes bibliographical references and index.
- 内容附注:
- Introduction -- A crash course in Python -- Visualizing data -- Linear algebra -- Statistics -- Probability -- Hypothesis and inference -- Gradient descent -- Getting data -- Working with data -- Machine learning -- k-Nearest neighbors -- Naive bayes -- Simple linear regression -- Multiple regression -- Logistic regression -- Decision trees -- Neural networks -- Deep learning -- Clustering -- Natural language processing -- Network analysis -- Recommender systems -- Databases and SQL -- MapReduce -- Data ethics -- Go forth and do data science.
- 原版附注:
- Reprint. Originally published: Sebastopol, CA : O'Reilly Media,2019.
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