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

Regression Analysis | Data Science Tutorial | Simplilearn
Simplilearn

How to Build Regression Models (Weka Tutorial #1)
Data Professor

Correlation and Regression Analysis: A Complete Tutorial
LEARN & APPLY : Lean and Six Sigma

Excel Multiple Regression
SoftTech Tutorials

Tutorial 35- Logistic Regression Indepth Intuition- Part 1| Data Science
Krish Naik

Regression in Machine Learning Explained Simply | For Data Analysts & Data Scientists
Tech Classes
Top GitHub Repositories
15 trending repos to learn from
eriklindernoren/ML-From-Scratch
PythonMachine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learnin
google-research/tabfm
PythonTabFM (Tabular Foundation Model) is a pretrained tabular foundation model developed by Google Research for tabular data regression and classification.
topepo/caret
Rcaret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models
bug0inc/passmark
TypeScriptThe open-source Playwright library for AI browser regression testing with intelligent caching, auto-healing, and multi-model verification.
anhttran/3dmm_cnn
C++Regressing Robust and Discriminative 3D Morphable Models with a very Deep Neural Network
yuval-alaluf/SAM
PythonOfficial Implementation for "Only a Matter of Style: Age Transformation Using a Style-Based Regression Model" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02754
amitshekhariitbhu/build-your-own-x-machine-learning
PythonBuild your own X - Master machine learning by building everything from scratch. It aims to cover everything from linear regression to deep learning to large language models (LLMs).
strengejacke/ggeffects
REstimated Marginal Means and Marginal Effects from Regression Models for ggplot2
Recommended Books
5 books curated from Google Books

Statistical Models for Data Analysis
by Paolo Giudici

Advances in statistical modeling and inference
by Vijay Nair
The career mobility of Chicano administrators in higher education
by Antonio Esquibel

Python machine learning
by Sebastian Raschka

The Elements of Statistical Learning
by Trevor Hastie, Robert Tibshirani
Salary Impact of Regression Models
Estimated earning potential across career levels
Salary ranges are market estimates and vary significantly based on primary job title, location, and seniority level.