Simplified Statistics

Learn Statistics with practices. Fast and simple expressions for learning statistics clearly and quickly.

Language: english

Note: 4.7/5 (7 notes) 2,138 students New course

Instructor(s): Onur Baltacı

Last update: 2022-10-01

What you’ll learn

Topics in Statistics
How to apply statistical formulas
How to make statitstical calculations
Theorems in statistics

Requirements

No relevant or any knowledge needed. Just willingness to the learning is enough.

Description

Welcome to the Simplified Statistics – Statistics & Related Practices course. This course is the statistics course which covers the topics in statistics. This course aims to teach students statistics in the most basic way and with the support of examples. Each lecture has a practice lecture so in this way it is easy to practice what you have learned in the course fastly. Here is the course outline for the Simplified Statistics – Statistics & Related Practices course :

Introduction to Statistics and Data
Descriptive Statistics
– Frequencies & Frequency Tables
– Mean & Median & Mode
– Visualization of Frequencies
Probability
Inferential Statistics
– Distributions – Normal Distribution & Standard Normal Distribution
– Central Limit Theorem
– Standard Deviation and Variance
– Z Value and Z distribution
– Confidence Interval
Linear Regression
-Simple Linear Regression
-Ordinary Least Squares (OLS) Introduction
-R-squared and Interpretation

These are the topics that we are going to cover in this course. If you are interested in statistics, you are going to take statistics class in university or you are currently taking statistics class and having problem about understanding concepts this course is for you. Feel free to contact to me via Q&A section of the course. Thanks for reading the description of the course. If you are interested, lets meet in the first lecture of the Simplified Statistics – Statistics & Related Practices course.

Who this course is for

People who are interested in Statistics
Students who is going to take a Statistics class
Students who are currently taking a Statistics class and having hard time with it

Course content

Before starting to the course
- Introduction
- Starting with data
- Starting with data quiz
Descriptive Statistics
- Introduction & Frequency
- Frequency Practice
- Frequency Quiz
- Mean-Median-Mode
- Mean-Median-Mode Practice
- Mean – Median – Mode quiz
- Visualization of Frequencies
Probability
- Probability Introduction
- Probability Quiz
- Probability Distributions
- Probability Distribution Practice
- Probability Distribution Quiz
- Conditional Probability and Tree Diagrams
- Tree Diagram Practice
- Conditional Probability and Tree Diagram Quiz
Inferential Statistics
- Standard Deviation – Variance – Distributions
- Standard Deviation & Variance Practice
- Inferential Statistics Introduction Quiz
- Z Value
- Confidence Interval
- Confidence Interval Practice
- Confidence Interval Quiz
Linear Regression
- Simple Linear Regression
- Simple Linear Regression Practice
- Simple Linear Regression Practice 2
- Simple Linear Regression
- Ordinary Least Squared (OLS) Introduction
- R-Squared
- R-Squared Practice
- OLS Importance