Skip to main content

Statistics Fundamentals

2h 4m 10s
English
Paid

Course description

Master statistics for data-driven careers. Build a strong statistical foundation for data science, analysis, and decision making. Succeed in interviews and apply your knowledge to real-world problems.

Watch Online

This is a demo lesson (10:00 remaining)

You can watch up to 10 minutes for free. Subscribe to unlock all 12 lessons in this course and access 10,000+ hours of premium content across all courses.

View Pricing
0:00
/
#1: Introduction

All Course Lessons (12)

#Lesson TitleDurationAccess
1
Introduction Demo
04:00
2
1. Random Variables
06:26
3
2. Mean, Variance, Standard Deviation
02:53
4
3. Covariance & Correlation
05:17
5
4. Probability Distribution Functions
12:42
6
5. Conditional Probability & Bayes Theorem
09:09
7
6. Introduction to Causal Analysis & Linear Regression
14:51
8
7. Hypothesis Testing & Statistical Significance
10:38
9
8. P-Values, Type I & Type II Errors, Confidence Intervals
18:53
10
9. Statistical Tests (Part 1)
17:36
11
10. Statistical Tests (Part 2)
13:59
12
11. Inferential Statistics (CLT & LLN)
07:46

Unlock unlimited learning

Get instant access to all 11 lessons in this course, plus thousands of other premium courses. One subscription, unlimited knowledge.

Learn more about subscription

Books

Read Book Statistics Fundamentals

#Title
1Fundamentals of Statistics

Comments

0 comments

Want to join the conversation?

Sign in to comment

Similar courses

Grow From Junior To Mid-Level Engineer: L3 To L4

Grow From Junior To Mid-Level Engineer: L3 To L4

Sources: Alex Chiou
Congratulations on entering the world of technology and becoming a junior engineer! Now, how to make people stop calling you "junior" as soon as possible...
1 hour 49 minutes 20 seconds
DNS course for developers

DNS course for developers

Sources: Ruurtjan Pul
Learn DNS once and for all. They say you should learn the fundamentals, and the rest will fall into place. DNS is right at the foundation of the internet. Having a clear underst...
2 hours 44 minutes 2 seconds
Existentialism and the Authentic Life

Existentialism and the Authentic Life

Sources: Wondrium by The Great Courses, Skye C. Cleary
In the 24 fascinating lectures of Existentialism and the Authentic Life, Professor Skye C. Cleary will lead you through the writings of many existentialists to
11 hours 57 minutes 41 seconds
The System Design Masterclass

The System Design Masterclass

Sources: Arpit Bhayani
A masterclass that helps you become great at designing scalable, fault-tolerant, and highly available systems. This is a prime and intermediate-level cohort-bas
43 hours 13 minutes 49 seconds
ZTM Campus Event Recordings

ZTM Campus Event Recordings

Sources: zerotomastery.io
While it's always best to attend an event live so that you can ask your own questions and engage with instructors and students, we do record some events held...
17 hours 29 minutes 37 seconds