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

Advanced Prompt Engineering

Advanced Prompt Engineering

Sources: DAIR.AI
This course is dedicated to advanced methods in Prompt Engineering for large language models (LLMs) and their effective application in various scenarios.
1 hour 23 minutes 57 seconds
The Software Architect Mindset (COMPLETE)

The Software Architect Mindset (COMPLETE)

Sources: ArjanCodes
The course "The Software Architect Mindset" teaches the fundamentals of software architecture and provides practical advice on creating software products...
12 hours 6 minutes 39 seconds
3D Computer Graphics Programming

3D Computer Graphics Programming

Sources: Gustavo Pezzi
This course is a complete immersion into the fundamentals of computer graphics! You'll learn how a software 3D engine works under the hood, and use the C programming language to...
37 hours 55 minutes 2 seconds
Trigonometry Mastered

Trigonometry Mastered

Sources: udemy
Having trouble learning Trigonometry? Don't know where to start? Well you are in the right place. I want to welcome you to a course on Trigonometry where you w
10 hours 26 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