As an embedded systems engineer who studied control theory at graduate school and had machine learning oriented internships, I find myself today in my career at the crossroad between all 3 fields. I just wanted to say that your work has been a major help in igniting my passion for control theory back in school and now I am finding out that you're bringing machine learning into it. I look up to you and am just fascinated by the work you do making this knowledge available publicly. I always entertain the idea of meeting you someday and picking your brain on various topics and engineering problems.
@drgracejr25 күн бұрын
How its going?
@siddgangadhar12344 жыл бұрын
Damn, now I really wished I'd applied to UWash! Prof. Brunton's teaching style really resonates with me. Thank you so much for putting these up!
@Globbo_The_Glob4 жыл бұрын
Just want to shout out how good this series is. I came away with understanding and inspiration. Anyone here at the start, settle in and enjoy, Steve makes this a joy to learn.
@duke58724 жыл бұрын
Ppl like u r way forward for development and developers.... hats off!!
@kimbuntho2705Ай бұрын
I always think that if i use a classical control method i could control the dynamic UAV model. But after i watched your lecture series Dr. Brunton i have changed my mind it is amazing.
@MeinDeutschkurs2 жыл бұрын
I found your video, because I searched for a solution to write a just in time interpreter for a just in time interpreter. Some kind of data driven subscript language on PHP. In the end it's a very high dynamic system. Your introduction brought me some vocabulary to think further. Thx a lot! 🤗
@craigboger4 жыл бұрын
Thank you so much for your videos! I really enjoy the practical mix of controls, physics, and computing you present!
@Eigensteve4 жыл бұрын
Glad you like them!
@davidwalker69602 жыл бұрын
Found your series while looking for more information about data-driven modeling, machine learning and AI, as a software engineer interested in learning. The math initially made my head explode; it's been too many years since I reviewed algebra and worked through equations. I can feel my skull expanding as certain neural highways rebuild themselves while watching. Excellent lectures!
@AbhilashIngale4 жыл бұрын
@Steve Brunton,I first saw your Control Bootcamp series and I simply can't seem to get enough of the knowledge that you have shared. It is really interesting the way you present these subjects. I will binge this one tonight :)
@_mr_robot_26 күн бұрын
man! you are awesome ... This course is really really useful and insightful. thanks man
@microcolonel2 жыл бұрын
Sweet, I've been planning to get a small cheap car or a junkyard powertrain, and try my hand at fuel, ignition, and geometry controls, with emissions, efficiency, and responsiveness goals. There seems to be a lot of untapped potential there, given that engine ECUs are still largely based on low resolution maps and map overlays rather than explicit nonlinear controls and flexible memory. It may still be worthwhile to visualize data driven controls this way, but it seems like a limited way to author them. I hope there are some gems in here to get me in the right mindset for this. Thank you for sharing.
@AYAKAKamisato-f1z2 ай бұрын
Thank you for really teaching a lot and making a BIG influence on me -Love from uestc
@Eigensteve2 ай бұрын
You are so welcome!
@edgarsutawika4 жыл бұрын
I am inspired. Thank you!
@georgepb47034 жыл бұрын
Steve, I have become a big fan of you!
@luiggitello85464 жыл бұрын
Im so binging this series today
@siddharthdedhia114 жыл бұрын
As a student , what are the job prospects if you work on a few projects in data driven control
@ObsidianJunkie3 жыл бұрын
I went to the University of Waterloo so when I saw databookuw I got really excited... looks like I went to the wrong UW
@MrPepto933 жыл бұрын
I love how SBrunton says something like "Toddler that explores system and tries different control strategies" about just born kid :)
@danielhoven5704 жыл бұрын
Hello! I’m scratch building and programming an autonomous quadcopter to learn some of these methods in application. My goal eventually is to replicate the fast-pace actions seen in drone racing autonomously. Could I use some kind of MPC with data driven system identification for better model performance? My plan is to use a fast cheap control law like pid to enact angular setpoints, and a slower but smarter controller that determines what those angles should be. Do you have any recommendations? Thanks for the awesome content
@rihanaarondsilvaiitbombay83982 жыл бұрын
Check this out : kzbin.info/www/bejne/fHnZdZqeirqEqsU
@zakman99434 жыл бұрын
Hi, thank u for this overview. An observation from practical industrial experience: so far we see ML/deep learning has limited use cases, due to the need for clean, good data and difficulty to deal with dynamics. Most industrial data aren't images or tweets. ML and non-linear optimization is already part of some optimization systems, but this is modeling and statistics. For control we still will keep it simple from cost, safety and reliability perspective, as well as the brownfield difficulty that arises of implementing these in existing plants. I personally don't see the use cases of controlling neurology, mixing chems or turbulence in the near term as likely to utilize these approaches, as they either have existing, safe control solutions (usually linearized haha) or are use cases unlikely to be controlled. I really am trying to keep my mind open about the ML but so far I saw very few real life industrial use cases for control. I hope I'm proven otherwise. The last part on direct ML control sounds awesome and could be the real use case - but would require such in depth understanding of the system, which goes back to the data problem. Thanks again
@parttimepen66273 жыл бұрын
I wonder if there are any changes to your opinions about a year after?
@hariprasadhparthasarathy63604 жыл бұрын
Really enjoy the lecture and the teaching style. Any thoughts on making a lecture series on Autonomous systems or acrtually Kalman Filters.
@REVELES174 жыл бұрын
How can I get ideas to solve problems with this approach?
@thirumurthym79804 жыл бұрын
is there any blog/website for such topic on control systems ? can I have the links. thank you.
@Eigensteve4 жыл бұрын
I am looking into compiling some references for this material.
@jonathanjeremierandriariso88184 жыл бұрын
Hi . have you a videos course based on adaptative neuro control or a related courses ? thank you .
@isbestlizard4 жыл бұрын
I would like to build a mechatronic dragon or bat or bird that could learn how to set its wings against the wind and sail around using virtually no energy like real birds do.. literally all it has to do is deflect the wind downwards slightly and occasionally flap to stop itself being dragged along with the wind and that's SO MUCH more efficient than spinning rotors at thousands of rpm it could stay up for hours!
@tonygeneocampo4 жыл бұрын
Are you an expert at writing backwards or is this some sort of a video editing trick?
@Cosmobrosomething3 жыл бұрын
I'm glad someone asked!
@SouravKumarUkil2 жыл бұрын
Videos are flipped, he is actually left handed …
@hangcui88484 жыл бұрын
good videos
@MofopefoluwaAkinsemoyin3 жыл бұрын
I really thought this was filmed post-COVID because of the pandemic example
@Mertyy33 жыл бұрын
Now when you hear "epidemic weaves" it hits harder ;/