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Statistics and Data Science With Using Manual Calculation, Excel, SPSS, R, and Python: Five in One Course

What you will learn

Learn Univariate and Multivariate Statistics from Scratch with Manual Calculation

Manual calculation of basic and advanced statistics in a state by step manner along with a conceptual explanation

Demonstration of calculation using IBM SPSS Statistics to boost your confidence like how Researchers do statistics

Demonstration of calculation using R-Package to boost your confidence like how Researchers and Data Scientists do statistics

Demonstration of calculation using Python to boost your confidence like how Programmers and Data Scientists do statistics

Description

Welcome to this course on Discovering Statistics!

Statistics is the foundation of all other statistical disciplines. It helps us to understand the world around us. It is the first step towards understanding the world. A statistician must be able to calculate basic statistics. He can use these statistics to analyze and interpret data. He can also use them to make decisions.

This is a comprehensive five in one course in statistics covering the following:

  • Manual calculation of basic and advanced statistics in a state by step manner along with a conceptual explanation
  • Demonstration of calculation using Excel to boost your confidence like how managers do statistics
  • Demonstration of calculation using IBM SPSS Statistics to boost your confidence like how Researchers do statistics
  • Demonstration of calculation using R-Package to boost your confidence like how Researchers and Data Scientists do statistics
  • Demonstration of calculation using Python to boost your confidence like how Programmers and Data Scientists do statistics

Pedagogy:

The course will be delivered in an easy-to-understand and self-explanatory manner. The course will provide you with the skills to learn the concepts of statistics. The course will help you to master the use of statistical software and to understand the concepts of statistics.


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The course will start with the basics of statistics. It will explain how to calculate the most important statistics manually. Then, it will show how to calculate them using four software i.e., Excel, SPSS, R, and Python. Finally, it will give a detailed conceptual explanation of statistics.

30-Day Money-Back Guarantee! No Questions Asked!

We’re so confident you’ll love the course, we are giving you a full 30 days to test it out!

That means you can enroll now and start learning today, and if you’re not satisfied, within 30 days of your purchase, you can take your full refund! No questions asked!

But don’t worry, you don’t have to wait 30 days to start enjoying the results!

English
language

Content

Downloading and Installing Softwares

Downloading and Installing R-Package and R Studio
Downloading and Installing PyCharm
Downloading and Installing Anaconda
Getting Familiar with Jupyter Notebook Interface: Part 1
Getting familiar with Jupyter Notebook Interface: Part 2
Running Basic Python Functions in Jupyter Notebook

What is Statistics?

Defining Statistics
Statistics Defined as Summary Feature of Sample
History of Statistics
Evolutions and Revolutions in Statistics
Types of Statistics: Descriptive vs. Inferential
Types of Statistics: Parametric vs. Non-Parametric Statistics

Understanding Key Terms

What We Mean By Sample and Population?
What We Mean by Statistics and Parameter?
Understanding Data, Dataset, Values, Observations, Variables
Understanding Data, Observations, Values, Cases through Covid Data
Understanding Data, Dataset, Observations, Variables and Values: ESS Example

Scales of Measurement

Introduction to Scales of Measurement
What are Nominal Scales?
What are Ordinal Scales?
What are Interval Scales?
Are Likert Scales Ordinal or Interval Scales?
What Are Ratio Scales?
Summing Up Scales of Measurement

Frequency Distributions

What is a Frequency Distribution?
Understanding Frequency Distribution Through a Problem: Favourite Eating Option
How to Calculate Frequencies in Excel?
How to Create a Frequency Distribution Using SPSS?
Practice Question on Frequency Distribution: Finding Your favourite Actor
Understanding Relative Frequency
Manual Calculation of Relative Frequency and Percentage Frequency in Excel
Relative Frequency and Percentage Frequency Formula

Descriptive Statistics: Mean, Median, Mode

What are Measures of Central Tendency?
Formula of Sample Mean and Population Mean
Calculating Mean Manually and Using Excel
Calculating Mean in SPSS
Should You Report Unit of Mean?
Understanding Median
Median Calculation Manually Based on Definition
Calculating Median of an Odd Numbered Series Using Formula
Manual Calculation of Median of Even Numbered Dataset
Calculation of Median for Odd and Even Data in Excel
Calculating Median For a Large Dataset
Calculating of Median in SPSS
Descriptive Statistics in Python PyCharm for Ungrouped Data
Descriptive Statistics for Ungrouped Data Using Jupyter Notebook