Mô tả

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!

Bạn sẽ học được gì

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

Yêu cầu

  • Just a basic knowledge of high school maths

Nội dung khoá học

7 sections

Welcome to the course

4 lectures
Welcome Challenge!
01:56
Welcome!
02:09
Learning Paths
00:51
Some Additional Resources!!
00:14

Distributions

12 lectures
Plan of Attack
03:11
Continuous vs Discrete
06:47
What is a Distribution?
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

11 lectures
Plan of Attack
02:56
Populations and Samples
04:35
Sampling Distribution
03:06
Central Limit Theorem
08:01
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

9 lectures
Plan of Attack
02:04
Statistical Significance: What is P-Value?
12:52
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

9 lectures
What it means when you cannot reject the Null Hypothesis
15:07
Student's t-distribution
09:41
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 Video
02:40

Special Offer

1 lectures
***YOUR SPECIAL BONUS***
00:30

Congratulations!! Don't forget your Bonus :)

1 lectures
Huge Congrats for completing the challenge!
01:22

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