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

Watch Online Statistics Fundamentals

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

How to Survive in Space

How to Survive in Space

Sources: Wondrium by The Great Courses, Ronke Olabisi
From launch to landing, spaceflight is a horror show of hazards. Discover how to overcome them, with the help of a biomedical/aerospace engineer. Taught by vete
5 hours 51 minutes 19 seconds
Advanced Radix UI

Advanced Radix UI

Sources: Build UI
Radix UI has become one of the most popular component libraries in the React ecosystem. It has more than 20 low-level primitives packed with functionality that make building cus...
2 hours 13 minutes 5 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