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

Become An Open Source Master

Become An Open Source Master

Sources: James Pearce
Open source is the key that can open many doors: incredible learning opportunities, career advantages, and influence on the entire industry.
2 hours 30 minutes 31 seconds
AlgoExpert | Become an Algorithms Expert

AlgoExpert | Become an Algorithms Expert

Sources: algoexpert
Become an Expert in Algorithms. 65 videos explaining popular interview questions with solutions in JavaScript, Python, C ++, Java, and Go. Practice with popular questions. Topic...
116 hours 40 minutes 8 seconds
SAAS Web Development

SAAS Web Development

Sources: Prodigies University
Learn to create fully functional SAAS products from scratch to a finished solution, covering all stages of development, including working with databases...
43 hours 32 minutes 12 seconds
Fundamentals of Operating Systems

Fundamentals of Operating Systems

Sources: udemy
Operating systems orchestrate many processes, allow access to memory, disk and network and execute the process by scheduling them to the CPU. Sounds simple...
21 hours 41 minutes 1 second