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Steven Brunton

@eigensteve • 55,776 subscribers

Teaches math to engineers: https://t.co/TJ5i3Pg678 Professor @UW researching #MachineLearning for #Dynamics and #Control, especially for #FluidDynamics.

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New 20hr bootcamp on Probability & Statistics!!! Videos released weekly but full playlist already posted: Probability & Statistics are cornerstones of data science and machine learning. This course rapidly covers the basics and gets into advanced topics.
0:54
eigensteve's profile picture

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

Steven Brunton

528,598 görüntüleme • 1 yıl önce

Excited to drop a new 2-week video series: Crash Course in Complex Analysis!!! This is a super useful topic that comes up everywhere in mathematical physics, differential equations, and modern scientific computing. Check it out!
2:18
eigensteve's profile picture

Excited to drop a new 2-week video series: Crash Course in Complex Analysis!!! This is a super useful topic that comes up everywhere in mathematical physics, differential equations, and modern scientific computing. Check it out!

Steven Brunton

681,498 görüntüleme • 3 yıl önce

My favorite topic in dynamical systems: Chaos!!! This is what got me interested in applied math as an undergrad. The three body problem in planetary dynamics, the double pendulum, turbulence, and more!
2:18
eigensteve's profile picture

My favorite topic in dynamical systems: Chaos!!! This is what got me interested in applied math as an undergrad. The three body problem in planetary dynamics, the double pendulum, turbulence, and more!

Steven Brunton

437,083 görüntüleme • 3 yıl önce

FREE PDF for 2ND EDITION OF OUR BOOK!!! We are committed to open science and open education: Free book: Free code ( Free lectures (
2:19
eigensteve's profile picture

FREE PDF for 2ND EDITION OF OUR BOOK!!! We are committed to open science and open education: Free book: Free code ( Free lectures (

Steven Brunton

330,709 görüntüleme • 2 yıl önce

New Video Series: Statistics & Data Analysis! 35 videos, 10 hours: Random sampling, Central limit theorem, Distribution estimation, Method of moments, Maximum likelihood estimation, Hypothesis testing, Monte Carlo sampling, Bayesian statistics, and more!
2:15
eigensteve's profile picture

New Video Series: Statistics & Data Analysis! 35 videos, 10 hours: Random sampling, Central limit theorem, Distribution estimation, Method of moments, Maximum likelihood estimation, Hypothesis testing, Monte Carlo sampling, Bayesian statistics, and more!

Steven Brunton

115,161 görüntüleme • 9 ay önce

New Book & Video Series!!! (late 2025) Optimization Bootcamp: Applications in Machine Learning, Control, and Inverse Problems Comment for a sneak peak to help proofread and I'll DM (proof reading, typos, HW problems, all get acknowledgment in book!)
0:41
eigensteve's profile picture

New Book & Video Series!!! (late 2025) Optimization Bootcamp: Applications in Machine Learning, Control, and Inverse Problems Comment for a sneak peak to help proofread and I'll DM (proof reading, typos, HW problems, all get acknowledgment in book!)

Steven Brunton

102,857 görüntüleme • 10 ay önce

Its nice to see the recent excitement around Q-learning! Here's a clip from a video all about Deep Reinforcement Learning, including Deep Q Learning #machinelearning #ai
2:19
eigensteve's profile picture

Its nice to see the recent excitement around Q-learning! Here's a clip from a video all about Deep Reinforcement Learning, including Deep Q Learning #machinelearning #ai

Steven Brunton

164,981 görüntüleme • 2 yıl önce

New video series: Physics Informed Machine Learning! Physics may be embedded into AI/ML in 5 stages: 1 choose what to Model 2 curate training Data 3 design an Architecture 4 craft a Loss Function, and 5 implement Optimization Algorithm to train the model
2:19
eigensteve's profile picture

New video series: Physics Informed Machine Learning! Physics may be embedded into AI/ML in 5 stages: 1 choose what to Model 2 curate training Data 3 design an Architecture 4 craft a Loss Function, and 5 implement Optimization Algorithm to train the model

Steven Brunton

78,426 görüntüleme • 2 yıl önce

Excited to partner with Cassyni to generate citable DOIs for my videos!!! Example: if you want to cite my video on Reinforcement Learning DOI Youtube Check out the complete collection
1:38
eigensteve's profile picture

Excited to partner with Cassyni to generate citable DOIs for my videos!!! Example: if you want to cite my video on Reinforcement Learning DOI Youtube Check out the complete collection

Steven Brunton

36,033 görüntüleme • 3 yıl önce

New Graduate Certificate and Masters Degree in Machine Learning and Artificial Intelligence for Engineering at University of Washington!!! 🧠💪🧠
1:54
eigensteve's profile picture

New Graduate Certificate and Masters Degree in Machine Learning and Artificial Intelligence for Engineering at University of Washington!!! 🧠💪🧠

Steven Brunton

12,846 görüntüleme • 1 yıl önce

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