# Practical statistics for data and business analysis

## +270 lectures in statistics for people need to learn Machine Learning , Business analysis and Business intelligence

What you’ll learn
• FAQ related to interview questions in your career .
• Four main things you should know them in business analysis and 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 )
• HYPOTHESIS TESTING
• One sample mean t test .
• Two sample means t test .
• How to calculate P value using manual and direct method ?
• What is after data analysis ?
• TWO PROJECTS  related to hypothesis testing
• Null hypothesis and alternative hypothesis .
• What is P value ?
• Data types and Why we need to study data types ?
• What is Type one error ?
• Relationship between Type one error and Alpha ( non confident probability )
• Is Normal distribution and t distributions are cousins ?
• Projects like Estimation of goals in premier league ( using confidence interval ) , and more .. and more to learn it
• Ice Cola example with student’s t distribution .
• Help fisherman to catch Tuna using sampling distribution
• What is “double edged sword of statistics” ?
• Is programming something mandatory to learn data analysis and business analysis ?
• Which programming languages i should start with it ?
• Practical significance versus statistical significance , and more to learn .. and more to learn it
Requirements
• Definitely no experience is required
• I will start from level ZERO and gradually step by step i will make you in advanced level .
• All i need from you is to be patient when learning and i’m sure you will love statistics and apply it in your real life

#### Description

Do you like jobs in Marketing analyst ?

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

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 allstudents 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 STATISTICS .

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 :
1. How Mr. Genie helped us to find all fishes in the sea ?
2. Mr. Genie power versus statistics power
3. The double edged sword of statistics
4. Help fisherman to catch Tuna using sampling distribution
5. Ice Cola example with student’s t distribution .
6. Estimation of goals in premier league ( using confidence interval ) .
• TAKE YOUR BREATH BEFORE HYPOTHESIS TESTING
• 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
1. Project one is how Sarah used “one sample mean  t test” for Ice Cola factory  to prove that her brother Ibrahim is innocent ?
2. 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
Who this course is for:
• People searching about jobs in data science
• People searching about jobs in marketing analyst
• People searching about jobs in business analysis and business intelligence
• practical statistics in data analysis
• Anyone needs to learn statistics from beginner to advanced level .
• Statistics for data science
• Statistics for data analysis
• Marketing analyst
• AP statistics
• Machine learning
• beginner in business intelligence
• data science
• Hypothesis testing

Created by Mahmoud Ali
Last updated 5/2019
English
English [Auto-generated]

Size: 1.70 GB