### What will you learn?

- Central Limit Theorem
- Law of Large Numbers
- Univariate Analyses
- Normal Distribution
- Standard Error, Confidence Intervals
- Bivariate Analyses, Statistical Significance Tests

### Who is the target audience

- Data Science Aspirants
- Statistics students and professionals
- Practicing Data Scientists

### Pre-requisites?

- Basic high school mathematics
- Basic R-coding to follow implementation
- No prior statistics knowledge needed

**Example Curriculum**

Available in
days

days
after you enroll

Available in
days

days
after you enroll

Available in
days

days
after you enroll

- Measures of Central Tendency and Dispersion (11:06)
- Demo - Measures of Central Tendency Dispersion (1:42)
- Law of Large Numbers (1:52)
- Gamblers Fallacy (2:58)
- Normal Distribution (3:54)
- Standard Normal Distribution (4:19)
- Central Limit Theorem (4:18)
- Demo - Central Limit Theorem (4:19)
- Standard Error (5:34)
- Confidence Interval (2:01)
- Correlation (13:12)
- Demo - Correlation Test (7:45)

Available in
days

days
after you enroll

- Introduction to t-tests (7:39)
- One Sample T-test (8:11)
- One Sample T-test R Demo (6:05)
- One Sample T-test - Hand Computation (7:59)
- What is Two Sample Paired Test (1:56)
- Two Sample Dependent T test - Examples of when to use (5:03)
- Two Sample Dependent T test - Hand Computation (9:34)
- Two Sample Dependent T test - R Demo (8:27)
- What is Independent Two Sample T Test? (1:48)
- Independent Two Sample T test - Examples of when to use (2:13)
- Independent Two Sample T test - Hand Computation (7:40)
- Independent Two Sample T test - R Demo (3:09)

Available in
days

days
after you enroll

Available in
days

days
after you enroll

## Frequently Asked Questions

When does the course start and finish?

The course starts now and never ends! It is a completely self-paced online course - you decide when you start and when you finish.

How long do I have access to the course?

How does lifetime access sound? After enrolling, you have unlimited access to this course for as long as you like - across any and all devices you own.

What if I am unhappy with the course?

We would never want you to be unhappy! If you are unsatisfied with your purchase, contact us in the first 30 days and we will give you a full refund.