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Statistics for Business Analytics and Data Science A-Z™

Learn The Core Stats For A Data Science Career. Master Statistical Significance, Confidence Intervals And Much More!
Instructor:
Kirill Eremenko
47,491 students enrolled
English [Auto] More
Understand what a Normal Distribution is
Understand standard deviations
Explain the difference between continuous and discrete variables
Understand what a sampling distribution is
Understand the Central Limit Theorem
Apply the Central Limit Theorem in practice
Apply Hypothesis Testing for Means
Apply Hypothesis Testing for Proportions
Use the Z-Score and Z-Tables
Use the t-Score and t-Tables
Understand the difference between a normal distribution and a t-distribution
Understand and apply statistical significance
Create confidence intervals
Understand the potential pitfalls of overusing p-Values

If you are aiming for a career as a Data Scientist or Business Analyst then brushing up on your statistics skills is something you need to do.

But it’s just hard to get started… Learning / re-learning ALL of stats just seems like a daunting task.

That’s exactly why I have created this course!

Here you will quickly get the absolutely essential stats knowledge for a Data Scientist or Analyst.

This is not just another boring course on stats. 

This course is very practical. 

I have specifically included real-world examples of business challenges to show you how you could apply this knowledge to boost YOUR career.

At the same time you will master topics such as distributions, the z-test, the Central Limit Theorem, hypothesis testing, confidence intervals, statistical significance and many more!

So what are you waiting for?

Enroll now and empower your career!

Welcome to the course

1
Welcome!
2
BONUS: Learning Paths
3
Some Additional Resources!!

Distributions

1
Plan of Attack
2
Updates on Udemy Reviews
3
Continuous vs Discrete
4
What is a Distribution?

Here you will learn what is distribution and how it is used in data analysis

5
What is Standard Deviation?
6
Normal Distribution
7
Skewness
8
Mean, Median, Mode
9
Homework
10
Homework Solution - Part 1
11
Homework Solution - Part 2
12
EXTRA: Cantor's Diagonal Argument
13
Distributions

Central Limit Theorem

1
Plan of Attack
2
Populations and Samples
3
Sampling Distribution
4
Central Limit Theorem
5
Central Limit Theorem - Intuition
6
Central Limit Theorem - Visualization
7
Z-Score
8
Hands-On CLT - Analytics Challenge
9
Homework
10
Homework Solution
11
Central Limit Theorem

Hypothesis Testing / Statistical Significance

1
Plan of Attack
2
Statistical Significance: What is P-Value?
3
Hypothesis Testing - Steps
4
Hypothesis Testing - Rejection Region
5
Hypothesis Testing Assumptions
6
Proportion Testing
7
Homework
8
Homework Solution
9
Hypothesis Testing/ Statistical Significance

Advanced Hypothesis Testing

1
What it means when you cannot reject the Null Hypothesis
2
Student's t-distribution
3
T-Tests
4
1-Tailed And 2-Tailed Tests
5
2-Tailed Test Exercise
6
Warning about misuse and overuse of p-values
7
Real Life Example
8
Advanced Hypothesis Testing
9
THANK YOU bonus video

Bonus Lectures

1
***YOUR SPECIAL BONUS***
You can view and review the lecture materials indefinitely, like an on-demand channel.
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
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Includes

6 hours on-demand video
3 articles
Full lifetime access
Access on mobile and TV
Certificate of Completion
Statistics for Business Analytics and Data Science A-Z™
Category:
Data Science
Teacher
Daniel W
Price:
$218.98 $169
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