Math
Mathematics: proofs, geometry, calculus, linear algebra, probability, statistics, and math explained visually.
-
Stat Trek Website stattrek.com
A dedicated website to teach yourselves Statistics
-
FAQs about GBM stats.stackexchange.com
-
FAQs about VC Dimension stats.stackexchange.com
-
Machine Learning FAQs on Cross Validated stats.stackexchange.com
-
Do ensemble techniques increase VC-dimension? stats.stackexchange.com
-
Unsupervised, Supervised and Semi Supervised learning stats.stackexchange.com
-
Help me Understand SVMs! stats.stackexchange.com
-
CART vs CTREE stats.stackexchange.com
-
Which CV method is best? stats.stackexchange.com
-
Brief Tour of Trees and Forests statistical-research.com
-
Probability Cheat Sheet static1.squarespace.com
, Source
-
Statistical Machine Learning Course stat.cmu.edu
-
41 Essential Machine Learning Interview Questions (with answers) springboard.com
-
Statistics for Hackers | Slides | @jakevdp speakerdeck.com
Slides by Jake VanderPlas
-
Simply Statistics simplystatistics.org
A blog by three biostatistics professors
-
Data Science FAQs on Quora quora.com
-
FAQs about Data Science Interviews quora.com
-
-
-
Intuitive Explanantion of VC Dimension quora.com
-
What is an Unbiased Estimator? physicsforums.com
-
Assumptions of Linear Regression pareonline.net
, Stack Exchange
-
A Quantitative Journey | outlace outlace.com
learning quantitative applications
-
OpenIntro Statistics openintro.org
Free PDF textbook
-
Online Statistics Book onlinestatbook.com
An Interactive Multimedia Course for Studying Statistics
-
The LDA Buffet - Intuitive Explanation matthewjockers.net
-
Tutorial math.mit.edu
-
Thorough Explanation and different algorithms ise.bgu.ac.il
-
-
Bayesian Statistics Made Simple greenteapress.com
-
-
University of Cape Town: Analytics Module stats.uct.ac.za
-
-
Deep Belief Networks Tutorial deeplearning4j.org
-
Fairness On The Ground: Applying Algorithmic FairnessApproaches To Production Systems scontent-amt2-1.xx.fbcdn.net
🎓
-
Storytelling with Statistics datastories.quora.com
-
Learning Data Science Fundamentals dataschool.io
-
Applying and Interpreting Linear Regression dataschool.io
-
-
Probabilistic Topic Models Princeton PDF cs.columbia.edu
-
Testing and Debugging in Machine Learning developers.google.com
-
-
-
-
Edwin Chen's Blog blog.echen.me
A blog about Math, stats, ML, crowdsourcing, data science
-
-
Statistically Significant andland.github.io
Andrew Landgraf's Data Science Blog
-
Weights & Biases Effective MLOps: Model Development wandb.courses
Free Course and Certification for building an end-to-end machine using W&B
-
Open Data Science t.me
First Telegram Data Science channel. Covering all technical and popular staff about anything related to Data Science: AI, Big Data, Machine Learning, Statistics, general Math and the applications of former.
-
Loss function porn t.me
Beautiful posts on DS/ML theme with video or graphic visualization.
- next page of items loading…
