12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

A curated list of awesome Machine Learning frameworks, libraries and software.

VIP cheatsheets for Stanford's CS 229 Machine Learning

📺 Discover the latest machine learning / AI courses on YouTube.

machine learning and deep learning tutorials, articles and other resources

Companion webpage to the book "Mathematics For Machine Learning"

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

Learn ML engineering for free in 4 months!

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

stock market models - have fun

brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan

python partial dependence plot toolbox

Code and content for "Tidy Modeling with R"

👻 Utilities for analyzing Bayesian models and posterior distributions

Curated List of Biomarkers, Blood Tests, and Blood Tracking

R package for MetaboAnalyst

Machine Learning University: Decision Trees and Ensemble Methods

Crash course to master gradient-based machine learning. Also secretly a JAX course in disguise!

WhiteRabbit is a small application that can be used to analyse the structure and contents of a database as preparation for designing an ETL. It comes with RabbitInAHat, an application for interacti…

This project can help you understand the Data Structure and Algorithms in a more efficient manner. It aims at scheduling the studies for maximizing marks during exams. Most students face this probl…

An R package for experimental psychologists

Toolbox for normative modelling and spatial inference of neuroimaging data. https://pcntoolkit.readthedocs.io/en/latest/

Biological Age Calculations Using Several Biomarker Algorithms

Lesson files for Practical Applications in R for Psychologists.

The purpose of this paper is to detect Alzheimer’s Disease using Deep Learning and Machine Learning algorithms on the early basis which is being further optimized using CSA(Crow Search Algorithm). …

Data and Code for Methods in Biostatistics in R

The MplusAutomation package leverages the flexibility of the R language to automate latent variable model estimation and interpretation using Mplus, a powerful latent variable modeling program deve…

Data science Python notebooks—a collection of Jupyter notebooks on machine learning, deep learning, statistical inference, data analysis and visualization.

A collection of companion Jupyter notebooks for Ensemble Methods for Machine Learning (Manning, 2023)