Statistics for Business Analytics and Data Science A-Z™
4.5 (6,860 ratings)
Course Ratings are calculated from individual students’ ratings and a variety of other signals, like age of rating and reliability, to ensure that they reflect course quality fairly and accurately.
38,520 students enrolled

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!
4.5 (6,860 ratings)
Course Ratings are calculated from individual students’ ratings and a variety of other signals, like age of rating and reliability, to ensure that they reflect course quality fairly and accurately.
38,530 students enrolled
Last updated 8/2020
English
English [Auto], French [Auto], 6 more
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  • Romanian [Auto]
  • Spanish [Auto]
Current price: $139.99 Original price: $199.99 Discount: 30% off
5 hours left at this price!
30-Day Money-Back Guarantee
This course includes
  • 6 hours on-demand video
  • 3 articles
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion
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What you'll learn
  • 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
Course content
Expand all 42 lectures 06:04:00
+ Welcome to the course
3 lectures 03:14
BONUS: Learning Paths
00:51
Some Additional Resources!!
00:14
+ Distributions
12 lectures 01:40:45
Updates on Udemy Reviews
01:09
Continuous vs Discrete
06:47

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

Preview 11:38
What is Standard Deviation?
12:16
Normal Distribution
04:44
Skewness
04:01
Mean, Median, Mode
11:38
Homework
05:18
Homework Solution - Part 1
16:57
Homework Solution - Part 2
12:30
EXTRA: Cantor's Diagonal Argument
10:36
Distributions
6 questions
+ Central Limit Theorem
10 lectures 01:28:57
Plan of Attack
02:56
Populations and Samples
04:35
Sampling Distribution
03:06
Central Limit Theorem - Intuition
10:08
Central Limit Theorem - Visualization
09:07
Z-Score
09:48
Hands-On CLT - Analytics Challenge
19:01
Homework
03:08
Homework Solution
19:07
Central Limit Theorem
6 questions
+ Hypothesis Testing / Statistical Significance
8 lectures 01:23:04
Plan of Attack
02:04
Hypothesis Testing - Steps
16:22
Hypothesis Testing - Rejection Region
07:58
Hypothesis Testing Assumptions
12:51
Proportion Testing
16:07
Homework
01:35
Homework Solution
13:15
Hypothesis Testing/ Statistical Significance
6 questions
+ Advanced Hypothesis Testing
8 lectures 01:27:31
What it means when you cannot reject the Null Hypothesis
15:07
T-Tests
18:21
1-Tailed And 2-Tailed Tests
10:39
2-Tailed Test Exercise
15:22
Warning about misuse and overuse of p-values
13:18
Real Life Example
02:23
Advanced Hypothesis Testing
6 questions
THANK YOU bonus video
02:40
+ Bonus Lectures
1 lecture 00:28
***YOUR SPECIAL BONUS***
00:28
Requirements
  • Just a basic knowledge of high school maths
Description

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!

Who this course is for:
  • Anybody who wants to master stats for business analytics
  • Anybody who wants to learn stats from the ground up
  • Anybody who wants to get hands-on experience with stats