Python相关资料 An Introduction to Statistical Learning 下载积分: 700 内容提示: Springer Texts in StatisticsSeries Editors:G. CasellaS. FienbergI. OlkinFor further volumes:http://www.springer.com/series/417 文档格式:PDF | 页数:440 | 浏览次数:70 | 上传日期:2022-07-07 18:21:39 | 文档星级:...
This textbook introduces the fundamental concepts and methods of statistical learning. It uses Python and provides a unique approach by blending theory, data examples, software code, and exercises from beginning to end for a profound yet practical introduction to statistical learning. The book consists...
基于Kaggle⼼脏病数据集的数据分析和分类预测-StatisticalLearning统。。。 基于Kaggle⼼脏病数据集的数据分析和分类预测-StatisticalLearning统计学习实验报告 ⼀、实验准备 本数据来源于 aggle,包含14个维度,303个样本,具体的变量说明如下表所⽰。 变变量量名名 详详细细说说明明 取取值值范范围围 target 是否...
Statistical Learning Theory (Spring 2021) 他方星云 71670 48:49:16 中英字幕MIT统计2019:Fundamentals of Statistics,18.6501x 从前有个傳說 18:57:47 斯坦福大学《统计学习导论2023Python版_An Introduction to Statistical Learning with Python》 安心嘻嘻嘻 ...
Each edition contains a lab at the end of each chapter, which demonstrates the chapter’s concepts in either R or Python. The chapters cover the following topics: What is statistical learning? Regression Classification Resampling methods Linear model selection and regularization ...
Python, giving tutorials from the ground up, and progressing with more detailed sessions that implement the techniques in each chatper. We also offer the separate and original version of this course called Statistical Learning with R – the chapter lectures are the same, but the lab lectures ...
You can head over tostatlearning.comand start reading the Python edition. While the soft copy is free to read, the paperback on Amazon sold out on the very first day. So we're excited to see you make the most of the book. Start reading it today. Happy learning!
an introduction to statistical learning python 摘要: I.统计学习简介 A.统计学习的定义 B.统计学习的重要性 II.Python 在统计学习中的应用 A.Python 的优势 B.Python 的统计学习库 III.统计学习的基本概念 A.数据集的表示 B.监督学习和无监督学习 C.模型的评估和选择 IV.常见的统计学习方法 A.线性回归 B...
—Larry Wasserman, Professor, Department of Statistics and Machine Learning Department, Carnegie Mellon University The print copy of the book can bepurchased on Amazon, while the PDF can bedownloaded freely from here. Accompanying code and datasetscan be found here. ...
statistical-learning等个**旧人 在2024-11-18 17:32:27 访问0 Bytes 统计学习方法,如线性回归、逻辑回归或决策树,通过收集数据集,应用统计模型进行分析。首先,预处理数据(清洗、归一化),然后选择合适的算法,如训练模型(使用训练数据拟合参数),如使用梯度下降法优化。接着,验证模型(用测试数据评估模型性能),如...