$ 14.99

Lifetime accessThe course starts on **TODAY**November 14, 2024

Course will end on January 13, 2025

8 Weeks (5-7 hours per week)

Last update on May 31, 2024

# Statistics 101

### Statistics 101

# ABOUT THIS COURSE

Statistics 101 is a foundational course crafted to establish a robust understanding of statistical principles and methodologies. Throughout this curriculum, we will delve into the core concepts of sta

## What you'll learn

## Course content

### Workshop 1: Introduction to Statistics

Course overview

1 lectures

Lesson 1: What is Statistics?

1 lectures

Lesson 2: Basic Concepts of Statistics

1 lectures

Lesson 3: Types of Statistics

1 lectures

Lesson 4: Importance of Statistics in Decision Making

1 lectures

Lesson 5: Types of Data and Variables

1 lectures

Lesson 6: Levels of Measurement: Nominal, Ordinal, Interval, Ratio

1 lectures

Quiz 1

1 lectures

### Workshop 2: Data Visualization

Lesson 1: Introduction to Data

1 lectures

Lesson 2: Data Collection

1 lectures

Lesson 3: Data Visualization: Representation: Bar Charts, Histograms

1 lectures

Lesson 4: Getting Started with Excel: Reading and Interpreting Graphs and Charts

1 lectures

Lesson 5: Practical Session: Creating Charts with Excel

1 lectures

Quiz 2

1 lectures

### Workshop 3: Descriptive Statistics

Lesson 1: Descriptive Analysis

1 lectures

Lesson 2: Introduction of Descriptive measures

1 lectures

Lesson 3: Measures of Central Tendency: Mean, Median, Mode

1 lectures

Lesson 4: Measures of Dispersion: Range, Variance, Standard Deviation

1 lectures

Lesson 5: Measures of Positions

1 lectures

Lesson 6: Practical Examples

1 lectures

Quiz 3A

1 lectures

Quiz 3B

1 lectures

### Workshop 4: Descriptive Analysis using Excel

Lesson 1. Getting Started with Excel

1 lectures

Lesson 2. Descriptive Analysis Using Excel

1 lectures

Lesson 3. Understanding Probability: Definitions and Rules

1 lectures

Lesson 4. Types of Probability

1 lectures

Quiz 4

1 lectures

### Workshop 5: Introduction to Inferential Statistics

Lesson 1. Introduction Inferential Statistics

1 lectures

Lesson 2. Regression Analysis and Correlation

2 lectures

Lesson 3. Simple Regression Analysis

1 lectures

Lesson 4. Correlation Analysis Practical

1 lectures

Lesson 5. Practical Example of Regression Analysis using Excel part1

1 lectures

Lesson 6. Practical Example of Regression Analysis using Excel Part 2

1 lectures

Lesson 7. Real-life Example of Simple Regression Analysis

1 lectures

Quiz 5

1 lectures

### Workshop 6: Multiple Regression

Lesson 1. Introduction Multiple Regression

1 lectures

Lesson 2. Understanding Multiple Linear Regression and Basics Interpretation

1 lectures

Lesson 3. Modeling of Multiple Regression

1 lectures

Lesson 4. Multiple Regression Analysis Using Excel.

1 lectures

Lesson 5. Practical Example with Excel (Part 1)

1 lectures

Lesson 5. Practical Example with Excel (Part 2)

1 lectures

Lesson 6. Practical Session of Real-life Example

1 lectures

Quiz 6

1 lectures

### Workshop 7: SPSS Statistics

Lesson 1. SPSS Statistics

1 lectures

Lesson 2. SPSS Coding

1 lectures

Lesson 3. Descriptive Analysis in SPSS

1 lectures

Lesson 4. Descriptive and Correlation Analysis in SPSS

1 lectures

Lesson 5. Multiple Regression Analysis In SPSS

1 lectures

Quiz 7

1 lectures

### Workshop 8: Course Wrap-Up and Review

Final Project: Applying Statistical Analysis on a Real-example

1 lectures

Course Wrap-up: Practical Data Analysis Case

1 lectures

Quiz 8

1 lectures

## Instructors

#### Farhia Hassan Mohamed

68 Learners