Statistical Learning for Data Science

所在平台: Coursera专项课程

课程主页: https://www.coursera.org/specializations/statistical-learning-for-data-science

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课程简介

课程名称:统计学习与数据科学 概述:本课程由科罗拉多大学博尔德分校提供,旨在帮助学员掌握数据科学中高级统计知识与技能,提升沟通模型选择的能力。课程免费开放注册。 课程大纲: 1. **回归与分类**:本模块介绍统计学习的基本概念,将深入探讨统计建模的相关主题,并帮助学员了解何时应用不同模型。 - 课程链接:[点击这里](https://www.coursera.org/learn/regression-and-classification) 2. **重抽样、选择与样条**:这一部分旨在为在职人士提供实际应用统计学习的能力,包括重抽样技术和变量选择的方法。 - 课程链接:[点击这里](https://www.coursera.org/learn/resampling-selection-and-splines) 3. **树、支持向量机(SVM)与无监督学习**:本模块专注于为工作专业人士提供坚实的统计学习基础,涵盖树模型、支持向量机及无监督学习的应用。 - 课程链接:[点击这里](https://www.coursera.org/learn/trees-svm-and-unsupervised-learning) 欢迎感兴趣的学员免费报名参加,以提升数据科学领域的专业技能。

课程大纲

Course Link: https://www.coursera.org/learn/regression-and-classification

Name:Regression and Classification

Description:Offered by University of Colorado Boulder. Introduction to Statistical Learning will explore concepts in statistical modeling, such as when ... Enroll for free.

Course Link: https://www.coursera.org/learn/resampling-selection-and-splines

Name:Resampling, Selection and Splines

Description:Offered by University of Colorado Boulder. "Statistical Learning for Data Science" is an advanced course designed to equip working ... Enroll for free.

Course Link: https://www.coursera.org/learn/trees-svm-and-unsupervised-learning

Name:Trees, SVM and Unsupervised Learning

Description:Offered by University of Colorado Boulder. "Trees, SVM and Unsupervised Learning" is designed to provide working professionals with a solid ... Enroll for free.

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Offered by University of Colorado Boulder. Advanced Stats for Data Science Mastery. Master knowledge and skills to communicate model choices ... Enroll for free.

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