CourseFlix

Statistics Fundamentals

2h 4m 10s
English
Paid

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.

About the Author: LunarTech

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LunarTech is an online tech academy focused on data science, machine learning, and quantitative analysis — covering both the theoretical foundations (linear algebra, calculus, statistics) and the practical Python / SQL toolchain that working data scientists use. The school operates globally with cohort-based and self-paced tracks.

The CourseFlix listing carries twelve LunarTech courses spanning machine-learning theory, deep learning, applied data-science workflows, and the math fundamentals underlying the field. Material is paid and aimed at engineers and analysts transitioning into formal data-science roles or upskilling within them.

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#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
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Books

Read Book Statistics Fundamentals

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1Fundamentals of Statistics —

Course content

12 lessons · 2h 4m 10s
Lessons
  1. 1 Introduction 04:00
  2. 2 1. Random Variables 06:26
  3. 3 2. Mean, Variance, Standard Deviation 02:53
  4. 4 3. Covariance & Correlation 05:17
  5. 5 4. Probability Distribution Functions 12:42
  6. 6 5. Conditional Probability & Bayes Theorem 09:09
  7. 7 6. Introduction to Causal Analysis & Linear Regression 14:51
  8. 8 7. Hypothesis Testing & Statistical Significance 10:38
  9. 9 8. P-Values, Type I & Type II Errors, Confidence Intervals 18:53
  10. 10 9. Statistical Tests (Part 1) 17:36
  11. 11 10. Statistical Tests (Part 2) 13:59
  12. 12 11. Inferential Statistics (CLT & LLN) 07:46

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Frequently asked questions

What is Statistics Fundamentals about?
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.
Who teaches Statistics Fundamentals?
Statistics Fundamentals is taught by LunarTech. You can find more courses by this instructor on the corresponding source page.
How long is Statistics Fundamentals?
Statistics Fundamentals contains 12 lessons with a total runtime of 2 hours 4 minutes. All lessons are available to watch online at your own pace.
Is Statistics Fundamentals free to watch?
Statistics Fundamentals is part of CourseFlix's premium catalog. A CourseFlix subscription unlocks the full video player; the course description, table of contents, and preview information are available to everyone.
Where can I watch Statistics Fundamentals online?
Statistics Fundamentals is available to watch online on CourseFlix at https://courseflix.net/course/statistics-fundamentals. The page hosts every lesson with the integrated video player; no download is required.