A curated list of personal machine learning and data science blogs.
To add your blog feel free to open a PR. If you don't feel to open a PR feel free to add your blog in this spreadsheet and I'll add it in the repo when I have time!
- Author : Alex Molas
- URL : https://www.amolas.dev/blog
- Description : Personal blog about machine learning, maths, and other tech topics.
- Author : Amit Chaudhary
- URL : https://amitnes.com
- Description : Drawings on machine learning concepts
- Author : Andis Arietta
- URL : https://www.azandisresearch.com
- Description : Ecological and molecular data science
- Author : Andrej Karpathy
- URL : http://karpathy.github.io/
- Description : Neural networks
- Author : Andrew Musselman
- URL : https://adversariallearning.com
- Description : Data science podcast
- Author : Ben Recht
- URL : http://www.argmin.net/about/
- Description : Musings on systems, information, learning, and optimization
- Author : Chip Huyen
- URL : https://www.huyenchip.com
- Description : Blog about real-time machine learning in production and other data science topics.
- Author : Chris Albon
- URL : https://machinelearningflashcards.com/
- Description : Flashcard with ML concepts
- Author : Emin Orhan
- URL : https://severelytheoretical.wordpress.com/
- Description : machine learning, computational neuroscience, cognitive science
- Author : Emir Uz
- URL : https://emiruz.com
- Description : I do research commercially, mostly by applying maths, stats and comp. sci.
- Author : Eric Jang
- URL : https://evjang.com/
- Description : nan
- Author : Erik Bernhardsson
- URL : https://erikbern.com/
- Description : Management, cloud, software
- Author : Ethan Rosenthal
- URL : https://www.ethanrosenthal.com
- Description : Blog about data, science, etc.
- Author : Eugene Yan
- URL : https://www.eugeneyan.com
- Description : Design, build, and operate machine learning systems that serve customers at scale
- Author : Eugene Yan
- URL : https://applyingml.com/
- Description : List of ML resources.
- Author : Georg Meyer
- URL : https://georgmeyer.ch/
- Description : nan
- Author : Gertjan Verhoeven
- URL : https://gsverhoeven.github.io/
- Description : Machine learning
- Author : Gregory Gundersen
- URL : http://gregorygundersen.com/
- Description : Maths and ML
- Author : Jacopo Tagliabue
- URL : https://jacopotagliabue.it/
- Description : RecSys, MLOps.
- Author : Jason
- URL : https://jasmcole.com/
- Description : Maths, physics, stats.
- Author : Jay Alammar
- URL : http://jalammar.github.io/
- Description : Visualizing machine learning one concept at a time.
- Author : Jay Mody
- URL : https://jaykmody.com/
- Description : Machine learning, maths
- Author : Jenna Jordan
- URL : https://jennajordan.me/
- Description : I do data stuff with python + SQL. Learned to code at library school. Knitter. Dog mom. Nerdy for sci-fi/fantasy, board games, and well-wrangled data.
- Author : Jeremy Jordan
- URL : https://www.jeremyjordan.me/
- Description : nan
- Author : Jesper Dramsch
- URL : https://dramsch.net/articles
- Description : Personal blog about ML, Python, and data. And of course random stuff that catches my attention.
- Author : Jesper Dramsch
- URL : https://dramsch.net/newsletter
- Description : Weekly newsletter sharing awesome things I found in ML, data viz, and on the internet + personal updates.
- Author : Jesse Mostipak
- URL : https://weightedtangents.substack.com/
- Description : my thoughts and experiences around going to school for 3D character animation and the intersections with things like generative models and my career experiences in data science + ML
- Author : Joe Lucas
- URL : https://josephtlucas.github.io/blog/intro.html
- Description : nan
- Author : Jonathan Carroll
- URL : https://jcarroll.com.au/
- Description : nan
- Author : Julia Silge
- URL : https://juliasilge.com/blog/
- Description : Machine learning, text analysis, and more
- Author : Julien Jerphanion
- URL : https://jjerphan.xyz/
- Description : software and mathematics
- Author : Lilian Weng
- URL : https://lilianweng.github.io
- Description : Maths behind ML and DL
- Author : Lior Sinai
- URL : https://liorsinai.github.io/
- Description : Musings on mathematics, coding and physics.
- Author : Lucy
- URL : https://lucytalksdata.com/
- Description : Data science in the broadest sense of the word
- Author : Luke Metz
- URL : http://lukemetz.com/
- Description : Machine Learning, Robotics, Making
- Author : Martina Pugliese
- URL : https://doodlingdata.substack.com/
- Description : I hand-draw data visualisations (a Substack)
- Author : Max Halford
- URL : https://maxhalford.github.io/
- Description : NLP, real-time machine learning
- Author : Mohammad Aflah Khan
- URL : https://aflah02.github.io/
- Description : nan
- Author : Neal Lathia
- URL : https://nlathia.github.io/about/
- Description : nan
- Author : Nicolo Giso
- URL : https://www.nicologiso.com/
- Description : Python and Data Science
- Author : Peter Baumgartner
- URL : https://www.peterbaumgartner.com/blog
- Description : Personal blog, focused on NLP, ML, general data science, metawork, whatever i'm thinking of.
- Author : Randy Au
- URL : https://counting.substack.com/
- Description : Blog about the less sexy things around working with data
- Author : Ravin Kumar
- URL : https://ravinkumar.com/
- Description : Bayesian statistics. Open source. Data Science.
- Author : Rocco Panella
- URL : https://paloblancogames.itch.io/
- Description : Video Games
- Author : Scott Aaronson
- URL : https://scottaaronson.blog/
- Description : The Blog of Scott Aaronson
- Author : Sebastian Raschka
- URL : https://sebastianraschka.com/
- Description : Machine Learning and AI research
- Author : Sidney Ochieng
- URL : https://sidneyochieng.co.ke
- Description : Data, programming and other things
- Author : Steven Morse
- URL : https://stmorse.github.io/blog.html
- Description : outlet for personal and professional research, with a focus on applied math and statistics
- Author : Susan Shu Chang
- URL : https://www.susanshu.com/
- Description : career development, data science/ML, productivity, and more
- Author : Tamara Atanasoska
- URL : https://www.holophrase.de//
- Description : NLP
- Author : Teresa Kubacka
- URL : https://www.pythonviz.blog/
- Description : Data visualization
- Author : Thomas Lumley
- URL : https://notstatschat.rbind.io/
- Description : I’m a statistical researcher in Auckland. This blog is for things that don’t belong on my department’s blog, StatsChat.
- Author : Tobias
- URL : https://www.depends-on-the-definition.com
- Description : Python, machine learning
- Author : Vicki Boykis
- URL : https://vickiboykis.com/
- Description : Machine learning and related stuff
- Author : Vicki Boykis
- URL : https://boringml.com/
- Description : the internal, boring, day-to-day work that machine learning entails
- Author : Vincent
- URL : https://koaning.io/
- Description : understanding algorithmic systems so that one may prevent failure
- Author : Will Kurt
- URL : https://www.countbayesie.com/
- Description : explore issues in Bayesian and Frequentist statistics as well as topics usually left for a rigorous study of probability with measure theory (though as often as possible the aim will be to minimize rigor and maximize insight).
- Author : Hardmaru
- URL : https://blog.otoro.net/
- Description : simple things with neural networks.
- Author : Carlos E. Perez
- URL : https://intuitmachine.medium.com/
- Description : Author of Artificial Intuition and the Deep Learning Playbook