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

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AI Level 3- Statistics
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