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New Book!!! Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control

Frames New Book!!! Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control

Description New Book!!! Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control

Comments New Book!!! Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control

hello Steve, hope you are doing fine and congrat on new book Have you taken a look at the liquid neural network? it’s some sort of system identification problem with dynamical system in mind they even did some causal modeling in their paper Hope to see a tutorial from you on this (side note, would be interesting to hear/talk about how this link to group/ manifold geometrically) Comment from : long hui

Read it You won't be disappointed Outstanding -- book + videos Comment from : ROBERT MUNGO

Thanks very much 👍👍 Comment from : Suabsakul Gururatana

1st edition was amazing, can't wait to read this as a second pass Comment from : CTSSHAH

I bought it immediately Comment from : Andrea Marchi

Just bought the hard copy Steven Amazing book ! Keep up the great work with Nathan!brNow I am looking forward into reading the whole book and learn all the techniques Comment from : Den M

Congratulations for an amazing new book Dr Brunton, As a PhD student, that is focusing on mobile robots control, should i start reading the second book , or the first one ? Comment from : الأستاذ وليد بن شوش لرياضيات المتوسط

You're really an angel Willingly publishing your book for free with dedicated, well designed knowledge Words cannot describe how much I appreciate your works Comment from : Huy Vũ Quang

Great video and nice channel It is nice to see successful Educational channels like yours! It motivates me to create more content too 👍 Comment from : Tohid Alizadeh

Thank you so much for both of you! Comment from : Yousef Traveller

Thanks for making such great educational material and knowledge free for all! Comment from : Brandon Tay

This should be the book used to teach & practice engineering courses in universities Comment from : Ankur asks

Setting up the future Comment from : Athelstan Carlton

No words to describe how happy I am about this textbook, holy Comment from : Athelstan Carlton

I like how the "real engineers" are distinguished over here! :-) Comment from : Nilanjan Banerjee

Wow! Thank you Steve for your great contribution It seems amazing book for those has an engineering background and would like to study new technologies! Comment from : kotpilot_il

I've enjoyed to read the chapter dedicated to finance in the book "Dynamic Mode Decomposition Data-Driven Modelling of Complex Systems", but I'm still a bit confused about the methods implemented, since it seems to me that some keys steps are missing in that chapter, together with lack of code makes a bit hard to understand the idea behind the application The book was launched in 2016, I believe better technics were discovered meanwhile A dedicated chapter or even a full book on finance, showing how all these data driven technics for non linear and complex systems can be applied to different fields of finance (like data cleaning, dimension reduction, factors analysis, model discovery, data fitting, back testing, monte carlo simulation, portfolio construction, etc) would be great For all the technics it should come with Jupyter notebook examples using WIDGETS and charts, allowing the student to vary key parameters in order to accelerate the learning and understanding on the technics search on google for "Exploring the Lorenz System of Differential Equations using Jupyter Widgets" to see what I mean, in that example is possible to the user modify key parameters in the Lorentz equations in order to understand it Comment from : Daniel Santos

One of my favorite books so far, it really helps me to understand things from another perspective! Comment from : Alexis Guijarro

Very helpfull, thanks alot Comment from : Akash (D20ME101)

Awesome! Comment from : Mauladous Basantes

This is yet another amazing work of yours that you have shared with the world for free, and I could not be more thankful Comment from : FireEmblem27

Thank you very much for your time and efforts Are there any ways that we could contribute to your work? Comment from : Do Minh Hoang

Comment from : sumit dhadam

No words would do justice to describe the contribution you guys are doing to the Data Science community Hats off We all realize your efforts & hope to utlize the available resources to the best Thanks for all the efforts Comment from : MOHAMMED AZEEM

Amazing work, thank you so much!! Comment from : Rodrigo Lozano Luciañez

That's incredible Excellent Comment from : J D Mathematics & Data Science

Thanks for your sharing, inspiring a lot from your research Comment from : 张涛

Dear Steve, thank you for the book and all the videos I am currently reading through itbrHowever, I wanted to ask you regarding Applied Mathematics Which book/books would you recommend for a deeper dive into this field as a reference and self study? I am asking you since, you also have courses regarding applied engineering mathematics There you mention you are lookin for a better alternative besides Kreyszig bookbrAs I understand in your courses you also cover Lie Algebra however the Kreyszig does not Comment from : Bluecpp

Brunton, you are amazing! Your work is sensational and inspiring Thank you so much for your huge contributions, books and amazing classes Comment from : Casca Grossa Suprema

Currently reading the first edition, I can't wait to dig in to the second edition Thank you for this! Comment from : Faisal Albasu

Great work! Thank you very much Does anybody know a study group around this book? Comment from : Jesus Marcano

Congratulations for the new edition! I am not a student anymore so I peek the first edition now and I only lament I don't have the time and energy I had before Certainly one of the most interesting books I ever had Comment from : motbus

Fantastic book, Thank you Sir! Comment from : Reza Aliasgari Renani

Thank you so much Steve for the new edition I am very exited about it! As an economist, I think these tools have the potential to be applied to economics as well BTW, do you plan to make video tutorials on reinforcement learning as well? I am very looking forward Comment from : Alan Liu

Yes Python is definitely a must! Comment from : Fernando

This is one of the biggest open source contributions ever made to curious scientists, engineers, students, life time learners Comment from : Bob Ross

Wow! Soo Awesome! Comment from : Sajid Haniff

Sounds great Steve! - you should add a thanks button to the video so we can buy you a beer/coffee Comment from : Sean

Incredible I bought the first book before grad school and loved how it described SVD, Laplace TRansform, and FFT Can't wait to learn about the new topics Are any of the advanced homeworks come with answers to ensure accuracy ? Comment from : Bryan -

Simply the best book and videos There are some people who want to do good and you and Nathan are among them Thank you so much! Comment from : Paul A

Thanks a lot Prof brYou are one of my favorite Prof Comment from : JAYasankar *

I was happy to pick up my second edition a few months ago :) It’s a great book, and I’ll probably be using it for my course in the Fall Thank again for the acknowledgment in the preface! Comment from : ThatMathThing

Great book Great work Thank you for sharing Comment from : Juan Vargas

Thank you sir! Comment from : Chicken Wings

Wow this is a great gift to the community, thanks Steve for your hard work, amazing I already watched most of your amazing lectures, learned a lot Comment from : Rudy Pieplenbosch

You guys do amazing work, congratulations on the new edition! Comment from : Scraps

This book is awesome! Thank you very much for the pdf! I'm very grateful I will learn this Comment from : Cale McCollough

I am seeing a 2022 publication date on Amazon Comment from : Donald Hawk

On Amazon it says the publication date was in July 2022? Comment from : J R

Thank you very much Sir🙏 Comment from : ASYMODO

Thank you for the dedication and enthusiasm in teaching these very important topics It's absolutely amazing! Comment from : Filipe Pereira

You guys are great - thanks so much for sharing your knowledge and passion! Comment from : Roger Terrill

You are uniquely positioned to make an impact in fields totally outside your own The passion you display, and hyperlinking your ideas so a student can build one concept upon another i think could appeal to researchers in the soft sciences Exposing these modeling ideas to researchers for example in immunology,oncology or cardiovascular research areas may bring fresh insights into their own mechanisms of discovery Comment from : ed leahey

Wow, these people aren't completely ignorant Comment from : Myblogband

Awesome work, thanks a lot Comment from : Daniel Demissie

worth reading Comment from : Ken Wolf

Yayyyy!!! Python!!!!!! <3<3<3 Comment from : Entropy Labs, Inc

Any solutions, answers or hints for the homework? Comment from : DynamicalNAV 1

Discovering this book at such moment, I think this is one of the best days of my life Thank you Comment from : Jonathan DONDA

My favorite book!! Thank you sir! Comment from : Edison J

Thank you for your excellent book and the videos that are equally useful! Your work is appreciated and I bought the book to support you and because it is just incredibly well written Comment from : P sci

Will buy it Comment from : ABDUL QUADIR ANSARI

hope the chinese version of this edition come out soon Comment from : Guodong Bai

So wonderful! The future thanks you both Comment from : John Dewey

"not just computer scientists, but breal/b engineers"I burst out laughing 😂 Thanks for making it both available and accessible Comment from : Chris Guiney

Ty for the Python overhaul (and the link)! I will be doing some reading this week Comment from : Nias

thanks professor Comment from : Sara Gh

How big of an impact will MOJO have on the Data Science space? Comment from : KracKed

Please bring out a lower price print edition for India Comment from : Akaal Kripal

thx for makeing it free for everyone - great work !! Comment from : En1gm 4A

wtf this is FREE?! That's nuts! I know what I'm reading these holidays <3 Comment from : ASomewhatLongAndMeaninglessUserame

Oh my THANK YOU SO MUCCHH for all of your efforts for making this book I'm still a student in Computer Engineering but seeing this stuff just gets me excited!! I'm definitely learning this field, Tysm for making it available for everyone!!! We're really not that well off so I really appreciate and super grateful of you guys giving out so much knowledge FOR FREE!! Comment from : tendurrr

Thank you for you,your excellent masterpiece is nice for me , you are a great teacher more than who I met with , I apperacite you! Comment from : CHU rant

For a while there, I thought there another new edition to the 2nd edition Comment from : CognitiveResonance

Amazing! Much thanks for making a free download available! Comment from : Robin Schmidt

Awesome work as always Thank you for that! Comment from : Anderson Chaves

huge thanks!!! Comment from : Jzin Ou

Thanks for all yourr hard work! In the next edition of the book, would you consider building in examples with Julia along with Python? Julia has a great ecosystem for ML & dynamical systems, and Julia syntax is much closer to the math than Python syntax Comment from : POST Pondering

Thank you Professor Steve Brunton for your amazing work Thanks to your book and online content, I have been learning so much in dynamical systems brbrThis is the true meaning of knowledge is power Comment from : Pavodi Ndoyi

Hi Steve, I am very grateful for you and Nathan to put tons of effort into this, and share it for free just to promote these knowledges My current work has been benefited by several of your videos, and I will definitely go through this new book Thanks again! This is a great channel Comment from : yuan hu

This book looks on sale right now Comment from : allandogreat

Grateful thank you Comment from : Eshgod

Congratulations! I just ordered my copy Thanks for your work Comment from : Mike MacDonald

Thank you so much for making these amazing learning materials available Comment from : Jim

Incredible work: not just a book, not just a video series, not just a course: a full suite to understand machine learning 😃😃😃 Comment from : antonin peronnet

There's something I still don't understand about your videos and it really disturbs me, how do manage to write things normally if you're behind the screen? Like, do yoy actually just write everything backwards in all naturality? Is there some trick behind it? Comment from : Bruno CAF

Thank you for doing what you do ! You inspired me to study control engineering and I am loving it ! Comment from : GEORGE PB

😀😁😄brA very nice book It helps my research work significantly Comment from : 22cents 22cents

thank dear all, that is true humanity we are on edge of a new era that we feel close to each other like how we are close to books brbooks is human's slogan Comment from : aso salih

Wow! this is a great news Thanks for sharing such a precious work with us About 3rd Ed I think that attention based neural models will have a deep impact also in engineering ML, going beyond the RNN models Comment from : Fabio Farina

The paper book is also very well priced considering the number of pages and print quality Comment from : user-xpts64

I always thought there were similarities when studying Machine learning and Control theory, interesting to have them in the same book Comment from : Levi

Congratulations for the new edition🎉 Comment from : sohyb ali

This is wonderful! Comment from : Kiarash Vaziri

Looking for combustion-related data Don't seem to find it anywhere Comment from : EnergyEngineersHub

wow, free book!!!!!!!!!!! You are the best Tutor on Procedural Machine Learning and its Apps Comment from : Joshua Attih

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