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Learn Statistics for Data Science

Course Instructor DataTrained Assesments

$2.35

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Course Overview

Statistics are important because today we live in the information world and much of this information's are determined mathematically by Statistics Help . It means to be informed correct data and statics concepts are necessary.

Statistical knowledge helps you use the proper methods to collect the data, employ the correct analyses, and effectively present the results. Statistics is a crucial process behind how we make discoveries in science, make decisions based on data, and make predictions.

Course Curriculum

1 Subject

Learn Statistics for Data Science

9 Exercises10 Learning Materials

Introduction

Introduction to Statistics

Video
1:4

Types of Stats

Types of Stats

Video
35:55

Types of Stats

Exercise

Types of Variables

Types of Variables

Video
19:7

Types of Variables

Exercise

Descriptive stats_Distribution

Descriptive stats_Distribution

Video
20:13

Descriptive stats_Distribution

Exercise

Covariance_Correlation

Covariance_Correlation

Video
20:56

Covariance_Correlation

Exercise

Hypothesis_ttest_ANOVA

Hypothesis ttest ANOVA

Video
1:4:34

Hypothesis_ttest_ANOVA

Exercise

Type1_Type2 error

Type1_Type2 error

Video
6:14

Type1_Type2 error

Exercise

Types of Distribution

Types of Distribution

Video
27:42

Types of Distribution

Exercise

Problem_Solution using CDF

Problem_Solution using CDF

Video
23:39

Problem_Solution using CDF

Exercise

PDF_CDF

PDF and CDF

Video
8:55

PDF_CDF

Exercise

Statistics Practice Test