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Introduction to Statistics and Hypothesis Testing

Course Instructor Meritshot

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Course Overview

Schedule of Classes

Course Curriculum

1 Subject

Introduction to Statistics and Hypothesis Testing

31 Learning Materials

Introduction to Statistics

Introduction to Statistics and It's Importance

Video
5:58

The Role of Statistics in Data Analysis

Video
5:22

Introduction to Python for Statistical Analysis

Video
5:31

Introduction to Descriptive Statistics

Types of Data

Video
7:58

Measures of Central Tendency

Video
6:18

Measures of Spread

Video
4:37

Measures of Dependence

Video
5:6

Measures of Shape and Position

Video
9:37

Measures of Standard Scores

Video
9:37

Introduction to Basic and Conditional Probability

Introduction to Basic Probability

Video
11:44

Introduction to Set Theory

Video
6:58

Introduction to Conditional Probability

Video
5:12

Introduction to Bayes Theorem

Video
8:23

Introduction to Permutations & Combinations

Video
7:47

Introduction to Random Variables

Video
5:25

Introduction to Probability Distribution Functions

Video
13:43

Introduction to Inferential Statistics

Introduction to Normal Distribution

Video
13:32

Introduction to Skewness and Kurtosis

Video
9:1

Introduction to Statistical Transformations.mp4

Video
12:46

Introduction to Sample and Population Mean

Video
4:57

Introduction to Central Limit Theorem

Video
5:8

Introduction to Bias and Variance

Video
7:28

Introduction to Maximum Likelihood Estimation

Video
6:53

Introduction to Confidence Intervals

Video
5:12

Introduction to Correlations (1)

Video
18:27

Introduction to Sampling Methods

Video
17:00

Introduction to Hypothesis Testing

Fundamentals of Hypothesis Testing

Video
7:9

Introduction to T Tests

Video
9:00

Introduction to Z Tests

Video
5:37

Introduction to Chi Squared Tests

Video
15:16

Introduction to Anova Tests

Video
3:30

Course Instructor

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Meritshot

71 Courses   •   15529 Students