Data Science & ML track

Statistics

Distributions, estimators, hypothesis testing and statistical inference.

10 concepts3 labs1 challenges
0%
0% complete
Keep going!
Concepts

Start learning

Work through the concepts in order, or jump to what you need.

1

Descriptive Statistics

Concept · Hands-on lab included

2

Probability Basics

Concept · Hands-on lab included

3

Common Probability Distributions

Concept · Hands-on lab included

4

Normal Distribution

Concept · Hands-on lab included

5

Sampling and Sampling Distributions

Concept · Hands-on lab included

6

Central Limit Theorem

Concept · Hands-on lab included

7

Hypothesis Testing

Concept · Hands-on lab included

8

p-values and Significance

Concept · Hands-on lab included

9

Confidence Intervals

Concept · Hands-on lab included

10

Correlation vs Causation

Concept · Hands-on lab included

Practice

Hands-on labs

Apply what you've learned in guided, production-style environments.

Browse all labs
Continue

Next modules

Keep your learning streak going with related modules.