# AI Level 3- Statistics ### Introduction to Statistics

1 Introduction To Statistics
2 Statistics Quiz 1
5 questions
3 Statistics Assignment 1

### Graphs Used for Representing Data

1 Graphs for Categorical Features
2 Statistics Quiz 2
5 questions
3 Statistics Assignment 2
4 Graphs for Numerical Features
5 Statistics Quiz 3
5 questions
6 Statistics Assignment 3

### Various Measures In Statistics

1 Measures of Central Tendency
2 Statistics Quiz 4
5 questions
3 Statistics Assignment 4
4 Measures of Dispersion
5 Statistics Quiz 5
5 questions
6 Statistics Assignment 5
7 Skewness and Kurtosis
8 Statistics Quiz 6
5 questions
9 Statistics Assignment 6
10 Covariance and Correlation
11 Statistics Quiz 7
5 questions
12 Statistics Assignment 7

### Probability Distribution

1 Uniform and Binomial Distribution
2 Statistics Quiz 8
5 questions
3 Statistics Assignment 8
4 Normal Distribution
5 Statistics Quiz 9
5 questions
6 Statistics Assignment 9

### Central Limit Theorem

1 Central Limit Theorem
2 Statistics Quiz 10
5 questions
3 Statistics Assignment 10

### Student’s t-distribution

1 Student’s t-distribution
2 Statistics 11
5 questions
3 Statistics Assignment 11

### Confidence Interval

1 Confidence Interval
2 Confidence interval - z score
3 Confidence interval - t score
4 Statistics 12
5 questions

### Hypothesis Testing

1 Hypothesis Testing
2 Statistics 13
5 questions

### Levels of significance

1 Levels of significance
2 Statistics 14
5 questions

### p-value

1 p-value
2 Statistics 15
5 questions

### Simple Case-studies on Null Hypothesis

1 Hypothesis Testing : z-score
2 Hypothesis Testing : t-score
3 p-value : z-score
4 p-value : t-score

### Final Assessment

1 Statistics Final Assessment-1
15 questions

### Project

1 Statistics Project