cary刘刘刘

脚踏实地!

海外 美国

感兴趣的主题: 网络工程师 MirandaKerr California 笔译口译 老友记 信号处理 MattCzuchry LanaDelRey 计算机视觉 BP英辩

1个粉丝

cary刘刘刘 的课程评论

更多评论

cary刘刘刘 关注的课程

StatLearning: Statistical Learning (Stanford Online) 3 个评论 关注

开始时间: 04/22/2022 持续时间: 未知

主页: https://class.stanford.edu/courses/HumanitiesScience/StatLearning/Winter2014/about

简介: This is an introductory-level course in supervised learning, with a focus on regression and classification methods. The syllabus includes: linear and polynomial regression, logistic regression and linear discriminant analysis; cross-validation and the bootstrap, model selection and regularization methods (ridge and lasso); nonlinear models, splines and generalized additive models; tree-based methods, random forests and boosting; support-vector machines. Some unsupervised learning methods are discussed: principal components and clustering (k-means and hierarchical).

更多课程