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
0:00
/ #1: Introduction
All Course Lessons (12)
| # | Lesson Title | Duration | Access |
|---|---|---|---|
| 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 subscriptionBooks
Read Book Statistics Fundamentals
| # | Title |
|---|---|
| 1 | Fundamentals of Statistics |
Comments
0 commentsWant to join the conversation?
Sign in to commentSimilar courses
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)
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
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
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
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