Steven Brunton

New 20hr bootcamp on Probability & Statistics!!! Videos released weekly but full playlist already posted: youtube.com/watch?v=sQqnia… Probability & Statistics are cornerstones of data science and machine learning. This course rapidly covers the basics and gets into advanced topics.

@OmarMahdy_ Yes indeed!

@eigensteve, planning to cover the full ~600 page textbook? I hope yesss

Optimization Bootcamp now live on YouTube!!! youtu.be/lPBPbGmw1_4 Videos will release every few days, so keep tuned! Book available on Amazon July 16 Free PDF of book soon!

@AmehEmmanuelSu1 @philfung 🙏

@philfung @eigensteve at the top of my list !

Who are the best lecturers you've had? For me, these stood out: Stephen Boyd, Convex Optimization, Stanford Yaser Abu-Mostafa, Machine Learning, Caltech

📢 Open positions at the VinuesaLab, @MichiganAero !!✈️ ✅ Postdocs ✅ Summer graduate researchers to transition into PhD We are working on: ✅ Flow control through DRL ✅ Foundation models and agentic AI for optimization and discovery Email with subject [Join VinuesaLab] or DM!!

New YouTube video!! We are thrilled to present our AIAA Community Challenge, open to all participants, and we are expecting submissions on: compression, forecasting and sensing. Video: youtu.be/zfUbIveDJak?si… More information on the paper: arxiv.org/abs/2601.06183

Our new Perspective is out in @CommsPhys: Decoding complexity through machine learning is redefining scientific discovery! We discuss how ML is reshaping science across systems with known, partial, or unknown governing principles!! doi.org/10.1038/s42005… #AI4Science #Discovery

New preprint! 🚀 Policy-DRIFT combines generative modeling + DRL for turbulence control!! arxiv.org/html/2605.1402… • 48.95% drag reduction • ~16% higher than DRL • ~37× lower actuation energy Preprint: [add link] #AI #Turbulence #FluidMechanics #SciML

Fun behind-the-scenes article about our lightboard studio at UW!! linkedin.com/feed/update/ur…

@Ibraztech 🙏🙏🙏

@eigensteve Word enough can quantify how grateful i am from watching your lectures. All I can is say is thank you. I get to not just Understand engineering because of you but also love it. thanks @eigensteve

FREE PDF for 2ND EDITION OF OUR BOOK!!! databookuw.com/databookV2.pdf We are committed to open science and open education: Free book: databookuw.com/databookV2.pdf Free code (github.com/dynamicslab/) Free lectures (youtube.com/c/eigensteve/) x.com/eigensteve/sta…

@MarcoSouzetski The DDSE book is more about basic methods for machine learning and dynamics, and less about the optimization algorithms. This book is more about the optimization fundamentals, how to derive and use algorithms, and how to related to deeper optimization to cook up new algorithms

@eigensteve Great! What is different from your book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control"

I Wrote a New Book!!! Optimization: A Bootcamp for Machine Learning, Inverse Problems, and Control Pre-Order Now (July 31) amazon.com/Optimization-B… Coming Soon: * Free PDF on website * YouTube Videos for entire book * Python code on GitHub

@MRisso Just reposted the original thread with the table of contents

@eigensteve Cool! Is the index available?

@asim800 Just reposted the original with TOC

@eigensteve This looks great. Is there ToC somewhere that I can peruse?

Many of you have been asking for the table of contents, so here they are:

@tak3sh8 Just reposted the original with the table of contents

@eigensteve Is there a table of content available anywhere?

@mferraro89 Awesome, thank you!!

@eigensteve I love your lectures, I went ahead and pre-ordered! Congratulations on getting it over the finish line!

@JorgeArVilchis Awesome thanks!!

Thanks @eigensteve for sharing the news. I have placed it in pre-order ! Excited to get my copy and start learning from it!

@SussilloDavid Thanks!!

@eigensteve Congratulations! On my list.

@emharsha_1812 Good question; I’m not sure if Cambridge is planning one but I’m sure it would help if you emailed them. And no worries at all if you can’t afford it, feel free to download the PDF when it is available

@eigensteve Is there a cheaper version for Indian Audiences?

You all are amazing -- within 24 hours, you put this in the top 3 math books on amazon!!! 🙏🧠💪

@__mharrison__ Thanks!!

@eigensteve Props to you! Not easy to write a book not crack the ranks. 👍

@apirkle Thanks!!

@eigensteve Just put in my pre-order!