Complete Statistical Modeling Learning Hub
Every free & paid resource, tool, community, and platform to master Statistical Modeling
Free Video Tutorials
15 tutorials curated from YouTube

1. WHAT IS STATISTICAL MODELLING
Subroto Chowdhury

Regression: Crash Course Statistics #32
CrashCourse

The most important skill in statistics | Monte Carlo Simulation
Very Normal

Simple Explanation of Mixed Models (Hierarchical Linear Models, Multilevel Models)
Simplistics (QuantPsych)

Statistics in 10 minutes. Hypothesis testing, the p value, t-test, chi squared, ANOVA and more
Global Health with Greg Martin

What is a statistical model?
Jack Auty
Top GitHub Repositories
15 trending repos to learn from
statsmodels/statsmodels
PythonStatsmodels: statistical modeling and econometrics in Python
Nixtla/statsforecast
PythonLightning ⚡️ fast forecasting with statistical and econometric models.
cirosantilli/china-dictatorship
HTML反中共政治宣传库。Anti Chinese government propaganda. 住在中国真名用户的网友请别给星星,不然你要被警察请喝茶。常见问答集,新闻集和饭店和音乐建议。卐习万岁卐。冠状病毒审查郝海东新疆改造中心六四事件法轮功 996.ICU709大抓捕巴拿马文件邓家贵低端人口西藏骚乱。Friends who live in China and have real name on ac
gege-circle/.github
这里是GitHub的草场,也是戈戈圈爱好者的交流地,主要讨论动漫、游戏、科技、人文、生活等所有话题,欢迎各位小伙伴们在此讨论趣事。This is GitHub grassland, and the community place for Gege circle lovers, mainly discusses anime, games, technology, lifing and other t
skforecast/skforecast
PythonPython library for time series forecasting using scikit-learn compatible models, statistical methods, and foundation models
mimno/Mallet
JavaMALLET is a Java-based package for statistical natural language processing, document classification, clustering, topic modeling, information extraction, and other machine learning applications to text
pydata/patsy
PythonDescribing statistical models in Python using symbolic formulas
erikaduan/r_tips
RR programming tips for data cleaning, data visualisation, statistical modelling and machine learning
Recommended Books
5 books curated from Google Books

The Elements of Statistical Learning
by Trevor Hastie, Robert Tibshirani

An Introduction to Statistical Learning
by Gareth James

Introductory Statistics with R
by Peter Dalgaard

Microsoft Excel 2019 Data Analysis and Business Modeling
by Wayne Winston

Introduction to computational science
by Angela B. Shiflet
Salary Impact of Statistical Modeling
Estimated earning potential across career levels
Salary ranges are market estimates and vary significantly based on primary job title, location, and seniority level.