课程精讲班

昆士兰大学

DATA7202精讲班

开课时间

14th Mar 2021 10:00 am

课程时长

20小时

价格

$660

开课时间

19th Jun 2021 10:00 am

价格

$660

课程时长

20小时

授课方式

线上/线下

扫码咨询

DATA7202精讲班客服
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Course Overview

课程简介

Tutor

课程导师

匠人臻选多门课HD大神(成绩90%+)做tutor, 无论问题深或浅, 都有大神相助

Course Schedule

课程安排

Lesson1
DATA7202 公开课 21S1
介绍统计方法
Lesson2
week3 Unit2
Statistical Methods for Data S. interactions. GLM
Lesson3
UNIT 2.5 2021/03/21
GLM. Remedial methods for regression. More intro to GLMs and binary.
Lesson4
2021/3/28
binary GLM. GLM for count and non-negative
Lesson5
week6 2021/4/4
Accuracy measures. Missing values
Lesson6
week7 2021/4/11
Time series. Learning theory
Lesson7
2021/4/18
U1: Model assessment. train. Validation. test split and CV. Static estimation
Lesson8
model assessment and selection
Loss. Classification problem. Model select. Pca
Lesson9
model assessment and selection 2
Model selection and pca application. Shrinkage methods
Lesson10
Process simulation
U2: advanced hypothesis testing. Boostrap
Lesson11
介绍discrete event simulation
discrete event simulation
Lesson12
DATA7202 公开课 21S1
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