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
System Design Course
Sources: get.interviewready.io (Gaurav Sen)
In this course, you’ll get a deep understanding of system design concepts. Full guide. Architectural schemes, capacity planning, API list, tests, Faq.
92 hours 26 minutes 21 seconds
Bulletproof SAAS Offer
Sources: Prodigies University
Find out how to identify a current problem and create such an appealing offer that your users will feel silly turning it down.
2 hours 32 minutes 7 seconds
Lightspeed Deployments
Sources: newline (ex fullstack.io)
This workshop is a continuation of the courses "Overnight Fullstack Applications" and "How To Connect, Code & Debug Supabase With Bolt." In the recording of...
16 minutes 45 seconds
Deployment from Scratch
Sources: Josef Strzibny
"Deployment from Scratch" is an introduction to web application deployment that covers the entire process from basic concepts to complex server and database...