Chevron Left
返回到 实用预测分析:模型与方法

学生对 华盛顿大学 提供的 实用预测分析:模型与方法 的评价和反馈

4.1
309 个评分

课程概述

Statistical experiment design and analytics are at the heart of data science. In this course you will design statistical experiments and analyze the results using modern methods. You will also explore the common pitfalls in interpreting statistical arguments, especially those associated with big data. Collectively, this course will help you internalize a core set of practical and effective machine learning methods and concepts, and apply them to solve some real world problems. Learning Goals: After completing this course, you will be able to: 1. Design effective experiments and analyze the results 2. Use resampling methods to make clear and bulletproof statistical arguments without invoking esoteric notation 3. Explain and apply a core set of classification methods of increasing complexity (rules, trees, random forests), and associated optimization methods (gradient descent and variants) 4. Explain and apply a set of unsupervised learning concepts and methods 5. Describe the common idioms of large-scale graph analytics, including structural query, traversals and recursive queries, PageRank, and community detection...

热门审阅

SP

Dec 22, 2016

Fantastic course! Excellent conceptual teaching for people who already know the subject but need some more clarity on how to approach statistical tests and machine learning.

KP

Feb 7, 2016

I enjoy this course. The delivery and the course topics were very interesting. I learnt a lot and peer reviewing other people assignments is a great learning opportunity .

筛选依据:

1 - 实用预测分析:模型与方法 的 25 个评论(共 57 个)

创建者 Jonas C

Apr 18, 2017

创建者 Qianfan W

May 9, 2016

创建者 Yifei G

Jun 26, 2019

创建者 Seema P

Dec 23, 2016

创建者 Kenneth P

Feb 8, 2016

创建者 prasad v

Nov 12, 2015

创建者 Chen Y

Jul 20, 2016

创建者 Weng L

Jun 6, 2016

创建者 Giby J

Jul 17, 2021

创建者 Bingcheng L

Aug 7, 2019

创建者 Kevin R

Nov 11, 2015

创建者 Shota M

Feb 24, 2016

创建者 Dr. B A S

Jul 3, 2020

创建者 francisco y

Jan 18, 2016

创建者 Tamal R

Feb 17, 2016

创建者 Artur S

Nov 24, 2015

创建者 Shivanand R K

Jun 18, 2016

创建者 Jigyasa B

Sep 19, 2022

创建者 Menghe L

Jun 12, 2017

创建者 Pankaj A

Jul 14, 2021

创建者 Daniel A

Nov 23, 2015

创建者 Yogesh B N

Feb 20, 2019

创建者 Sergio G

Oct 29, 2017

创建者 Anand P

Feb 11, 2019

创建者 Balaji N

Nov 16, 2015