Green Accounting Data Analytics - VideoAndMovie

Quantifying news graph

1:46

Quantifying news graph

AutoML continuous variable

4:24

AutoML continuous variable

AutoML binary variable

11:34

AutoML binary variable

John Snow Map

2:20

John Snow Map

Ensemble method for fraud prediction

9:23

Ensemble method for fraud prediction

Outliers in finance

3:25

Outliers in finance

Data preparation examples

9:44

Data preparation examples

Private equity purchasing stakes in auditing firms

1:36

Private equity purchasing stakes in auditing firms

Descriptive statistics in R

7:56

Descriptive statistics in R

dplyr with pipe function

6:31

dplyr with pipe function

Jones 1991

2:01

Jones 1991

McDonald's 2025

1:07

McDonald's 2025

Trucking deregulation

1:32

Trucking deregulation

Pep Worx at PepsiCo

1:28

Pep Worx at PepsiCo

AI and R code

4:41

AI and R code

Examining the data frame

3:56

Examining the data frame

Importing files

4:29

Importing files

Install and load packages

3:12

Install and load packages

RStudio console

3:35

RStudio console

Beaver earnings announcement information content

2:21

Beaver earnings announcement information content

Bernie Madoff Returns

2:51

Bernie Madoff Returns

Options backdating

3:14

Options backdating

R dashboard

20:55

R dashboard

Other Packages for Outputting graphs and tables

36:11

Other Packages for Outputting graphs and tables

Introduction to R Markdown

18:39

Introduction to R Markdown

Model tuning with caret

33:09

Model tuning with caret

Model building

24:54

Model building

Anomaly detection - isolation forest

30:54

Anomaly detection - isolation forest

K-means clustering

25:55

K-means clustering

ggplot2 and outliers

29:13

ggplot2 and outliers