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

00:05:58

The Role of Statistics in Data Analysis

Video

00:05:22

Introduction to Python for Statistical Analysis

Video

00:05:31

Introduction to Descriptive Statistics

Types of Data

Video

00:07:58

Measures of Central Tendency

Video

00:06:18

Measures of Spread

Video

00:04:37

Measures of Dependence

Video

00:05:06

Measures of Shape and Position

Video

00:09:37

Measures of Standard Scores

Video

00:09:37

Introduction to Basic and Conditional Probability

Introduction to Basic Probability

Video

00:11:44

Introduction to Set Theory

Video

00:06:58

Introduction to Conditional Probability

Video

00:05:12

Introduction to Bayes Theorem

Video

00:08:23

Introduction to Permutations & Combinations

Video

00:07:47

Introduction to Random Variables

Video

00:05:25

Introduction to Probability Distribution Functions

Video

00:13:43

Introduction to Inferential Statistics

Introduction to Normal Distribution

Video

00:13:32

Introduction to Skewness and Kurtosis

Video

00:09:01

Introduction to Statistical Transformations.mp4

Video

00:12:46

Introduction to Sample and Population Mean

Video

00:04:57

Introduction to Central Limit Theorem

Video

00:05:08

Introduction to Bias and Variance

Video

00:07:28

Introduction to Maximum Likelihood Estimation

Video

00:06:53

Introduction to Confidence Intervals

Video

00:05:12

Introduction to Correlations (1)

Video

00:18:27

Introduction to Sampling Methods

Video

00:17:00

Introduction to Hypothesis Testing

Fundamentals of Hypothesis Testing

Video

00:07:09

Introduction to T Tests

Video

00:09:00

Introduction to Z Tests

Video

00:05:37

Introduction to Chi Squared Tests

Video

00:15:16

Introduction to Anova Tests

Video

00:03:30

Course Instructor

Meritshot

108 Courses • 26432 Students

Introduction to Statistics and Hypothesis Testing

Course Overview

Schedule of Classes

Course Curriculum

Introduction to Statistics and Hypothesis Testing

Introduction to Statistics

Introduction to Statistics and It's Importance

The Role of Statistics in Data Analysis

Introduction to Python for Statistical Analysis

Introduction to Descriptive Statistics

Types of Data

Measures of Central Tendency

Measures of Spread

Measures of Dependence

Measures of Shape and Position

Measures of Standard Scores

Introduction to Basic and Conditional Probability

Introduction to Basic Probability

Introduction to Set Theory

Introduction to Conditional Probability

Introduction to Bayes Theorem

Introduction to Permutations & Combinations

Introduction to Random Variables

Introduction to Probability Distribution Functions

Introduction to Inferential Statistics

Introduction to Normal Distribution

Introduction to Skewness and Kurtosis

Introduction to Statistical Transformations.mp4

Introduction to Sample and Population Mean

Introduction to Central Limit Theorem

Introduction to Bias and Variance

Introduction to Maximum Likelihood Estimation

Introduction to Confidence Intervals

Introduction to Correlations (1)

Introduction to Sampling Methods

Introduction to Hypothesis Testing

Fundamentals of Hypothesis Testing

Introduction to T Tests

Introduction to Z Tests

Introduction to Chi Squared Tests

Introduction to Anova Tests

Course Instructor

Meritshot

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