Statistics & Applied Data Science - Business Data Analysis

Statistics & Applied Data Science - Business Data Analysis

Statistics & Applied Data Science - Business Data Analysis
Statistics & Applied Data Science - Business Data AnalysisData Science Statistics : Data Science from Scratch for Beginners : Data Analysis Techniques, Method Course : Analytics
Created by Mahmoud Ali
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270+ video lectures include real life practical projects and examples for people need to learn statistics for Machine learning and Data Analysis  .

Do you like jobs in data analysis and data science ? 
Do you like jobs in Machine learning ?
Do you like jobs in Marketing analyst ?
Do you like jobs in Business analysis and business intelligence ?

All of these jobs above need learning STATISTICS .

Who prepared this course material ?

This course material is prepared from highly experienced engineers worked in a leader companies like Microsoft , Facebook and google .

After hard working from five months ago we created +270 Lectures/Articles to cover everything related to practical statistics .      
In no time with simple and easy way you will learn and love  statistics .
We stress in this course to make it very spontaneous to make all students love statistics . 

Who's teaching you in this course ?

My name is Mahmoud , i'm senior consultant and system analyst engineer  i worked for many projects related to expert Systems and artificial intelligence .
Also i worked as Tutor and consultant trainer with a leader international companies located in USA and UK .

I spent over five  months  of hard working to create +270 lectures/Articles  with high quality  to make all students enjoy and love  statistics .    
I'm sharing a lot of practical experience from my own work with you in this  course .

What is my final goal after my students enroll in this course ? 

My final goal is to make all students and engineers  love practical statistics .
My big challenge in this course is to make it professional course at the same time it should be very easy and simple for all People .
Therefore you will notice that i used a lot of  graphics and imaginary ideas to make you LOVE DATA ANALYSIS    

What is course contents ?

Starting with FAQ related to interview questions in your career .

What is after data analysis ?

Descriptive statistics with collection of important quizzes and examples .

Normal distribution and standard normal  in details using Z table .

Sampling distribution with practical simulation apps and answering of important technical questions . 

Confidence level and Confidence interval .

what is t distribution ? ( with examples )

What is DEGREE OF FREEDOM ? ( with examples ) 

One tail  and two tail in Confidence level .

Awesome Projects and examples like :

How Mr. Genie helped us to find all fishes in the sea ?

Mr. Genie power versus statistics power

The double edged sword of statistics

Help fisherman to catch Tuna using sampling distribution

Ice Cola example with student's t distribution .

Estimation of goals in premier league ( using confidence interval ) .


One sample mean t test .

Two sample mean t test .

Null hypothesis and alternative hypothesis .

What is P value ?

How to calculate P value using manual and direct method ?

Two mini stories for TWO PROJECTS  related to hypothesis testing 

Project one is how Sarah used "one sample mean  t test" for Ice Cola factory  to prove that her brother Ibrahim is innocent ?

Project two how Sarah used "two sample mean t test" for Ice Cola factory to help her brother Ibrahim to increase Ice Cola sales in winter ?

... more and more

.... and more and more course contents

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