DATA7202精讲班

大学：University of Queensland

专业：DATA 7202 Statistical Methods for Data Science

授课方式：线上/线下

报名人数：10

开课时间：2021/03/14

$660

Lesson 01 2021/5/30

介绍统计方法

本节课程资料:

13.pdf

Lesson 02 week3 Unit2

Statistical Methods for Data S. interactions. GLM

本节课程资料:

unit2.pdf

Lesson 03 UNIT 2.5 2021/03/21

GLM. Remedial methods for regression. More intro to GLMs and binary.

本节课程资料:

3.pdf

Lesson 04 2021/3/28

binary GLM. GLM for count and non-negative

本节课程资料:

4.pdf

Lesson 05 week6 2021/4/4

Accuracy measures. Missing values

本节课程资料:

5.pdf

Lesson 06 week7 2021/4/11

Time series. Learning theory

本节课程资料:

6.pdf

Lesson 07 2021/4/18

U1: Model assessment. train. Validation. test split and CV. Static estimation

本节课程资料:

7.pdf

Lesson 08 2021/4/25

Loss. Classification problem. Model select. Pca

本节课程资料:

8.pdf

Lesson 09 unit3 2021/5/2

Model selection and pca application. Shrinkage methods

本节课程资料:

9.pdf

Lesson 10 2021/5/9

U2: advanced hypothesis testing. Boostrap

本节课程资料:

10.pdf

Lesson 11 2021/5/16

discrete event simulation

本节课程资料:

11.pdf

Lesson 12 2021/5/23 (2021/5/30在Lesson 1)

本节课程资料:

12.pdf

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