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

Brain Myths Exploded: Lessons from Neuroscience

Brain Myths Exploded: Lessons from Neuroscience

Sources: Wondrium by The Great Courses, Indre Viskontas
Team up with a brain expert and use the needle of neuroscience to burst popular myths about memory, dreams, and more. Join an acclaimed neuroscientist for 24 le
12 hours 2 minutes 49 seconds
Distributed Systems

Distributed Systems

Sources: Oz Nova (csprimer.com)
With the growth in the number of computers, they have not only increased in quantity, but also became distributed. If previously businesses aimed to purchase...
15 hours 35 minutes 10 seconds
Bug Bounty - An Advanced Guide to Finding Good Bugs

Bug Bounty - An Advanced Guide to Finding Good Bugs

Sources: udemy
Bug bounties are evolving year after year and thousands of infosec enthuasiasts are looking to join the boat. Having a great place on that boat requires dedicat
10 hours 26 seconds
Your training programs | MR ANATOLY (MEN PRO WORKOUT)

Your training programs | MR ANATOLY (MEN PRO WORKOUT)

Sources: Vladimir Shmondenko aka Mr Anatoly
8 Week Training program for gym. An advanced program for training in the gym, on average 4-5 workouts per week. Home workout program for 8 weeks: You can train
32 minutes 2 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