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

Computer Systems

Computer Systems

Sources: Oz Nova (csprimer.com)
As software engineers, we study computer systems (or computer architecture) to understand how our programs ultimately work and how...
28 hours 15 minutes 48 seconds
CodeBreakthrough Vault

CodeBreakthrough Vault

Sources: Caleb Curry
CodeBreakthrough Vault is an exclusive course designed to elevate you to a new level in your life and engineering career. Previously, this knowledge and...
62 hours 23 minutes 45 seconds
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
Sidekiq in Practice

Sidekiq in Practice

Sources: Nate Berkopec
Are you using Sidekiq to process your background jobs, but struggling with it as your application scales? Sidekiq can scale to 5,000 jobs per second with just a little effort an...
1 hour 4 minutes 45 seconds
Optimizing web performance and critical rendering path

Optimizing web performance and critical rendering path

Sources: udemy
Performance is a very important aspect of every web application. Web page should be loaded as quickly as possible and the animation should flow smoothly. People
1 hour 16 minutes 17 seconds