Descriptive Statistics

Problem	Score	Time
Change in mean and median	30	2:17
New average	30	1:55
Suitable mean	30	1:56

Problem

Score

Companies

Time

Status

Change in mean and median

2:17

New average

1:55

Suitable mean

1:56

Problem	Score	Time
How much did he score?	30	2:48
IQR outlier detection	50	31:00
Variability measures	50	23:06

Problem

Score

Companies

Time

Status

How much did he score?

2:48

IQR outlier detection

31:00

Variability measures

23:06

Problem	Score	Time
Median over mean	30	2:43
Difference	30	0:39
Univariate	30	2:22
Missing info	30	1:09
!univariate	30	1:51

Problem

Score

Companies

Time

Status

Median over mean

2:43

Difference

0:39

Univariate

2:22

Missing info

1:09

!univariate

1:51

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Level 1

Probability

Random Variables

Conditional Probability

Bayes Theorem

Probability Distributions

Level 2

Inferential Statistics

Central Limit Theorem

Multivariate analysis

Estimation and Sampling

Hypothesis Testing

Descriptive Statistics

Measure of Central Tendency

Measures of Variability

Univariate Analysis

Level 3

Data Analysis

Numpy

Pandas

OpenCV

Matplotlib

Web Scraping

EDA

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