Probability and Statistics for Data Science: A self-contained introduction to probability and statistics for data science, including a free pdf, 103 Python notebooks using 23 real-world datasets, 118 videos with slides, and solutions to 200 exercises

📚《统计学习方法-李航: 笔记》 200页PDF，公式细节讲解🎉

Pluto notebooks accompanying the book Statistics With Julia (https://statisticswithjulia.org).

R Code Examples for Data Analytics

Examples from the book Introduction to the Practice of Statistics

A 12 week intensive course about Python and data science.

Introduction to Statistics: an integrated textbook and workbook using R

Introductory Statistics for Economists (Undergraduate Intro Course)

A simple to use statistical package.

Geared towards life scientists wanting to be able to understand and use basic statistical and machine learning methods

R vignettes/pkgdown for elementary statistics for a summer course

Your Swiss Army knife for swiftly processing any amount of data.

Textbook on Quantitative Methods and Statistics (English version, EN), available at https://hugoquene.github.io/QMS-EN/

快速计算商旅轨迹 非线性坐标数据分析

Some materials from my "Introduction to Statistics and EEG Analysis" course, taught in weekly lab meetings.

Learn the core statistical concepts, followed by application of these concepts using R Studio with the a nice combination of theory and practice. Learn key statistical concepts and techniques like exploratory data analysis, correlation, regression, and inference.

Estatística Decodificada (livro)

DataScience

tekstboek Kwantitatieve Methoden en Statistiek (Nederlandstalige versie, NL), beschikbaar via https://hugoquene.github.io/KMS-NL/