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Chapter 21.2 - Data Assimilation, Sampling & Kalman Filtering

The following are video lectures associated with the textbook "Data-Driven Modeling and Scientific Computation" by J. Nathan Kutz (Oxford 2025, 2nd Ed). WEBPAGE: faculty.washington.edu/kutz CODE & DATA: github.com/nathankutz/ScientificComputing

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Chapter 21.1 - Data Assimilation
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Chapter 21.1 - Data Assimilation

Chapter 15.7 - Dynamic Mode Decomposition DMD
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Chapter 15.7 - Dynamic Mode Decomposition DMD

Chapter 21.3 - Assimilation for Lorenz
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Chapter 21.3 - Assimilation for Lorenz

Russell's Paradox - a simple explanation of a profound problem
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Russell's Paradox - a simple explanation of a profound problem

Why are Iranian drones so deadly?  | The Economist
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Why are Iranian drones so deadly? | The Economist

Model Collapse Ends AI Hype
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Model Collapse Ends AI Hype

Violence Expert: Real Self-Defense Is TERRIFYING
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Violence Expert: Real Self-Defense Is TERRIFYING

Billionaire's WARNING: I'm SELLING. The Crash Is Already Here!
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Billionaire's WARNING: I'm SELLING. The Crash Is Already Here!

How To Think SO Clearly People Assume You're Brilliant
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How To Think SO Clearly People Assume You're Brilliant

Chapter 19.2 - Markov Decision Process for RL
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Chapter 19.2 - Markov Decision Process for RL

Nobody Breaks Celebrities Like Rowan Atkinson
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Nobody Breaks Celebrities Like Rowan Atkinson

Chapter 22.1 - Transformers & Foundation Models:  Vector Spaces for Word Embeddings
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Chapter 22.1 - Transformers & Foundation Models: Vector Spaces for Word Embeddings

EEVblog 1752 - Texas Instruments SCREWED UP the NE5532!
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EEVblog 1752 - Texas Instruments SCREWED UP the NE5532!

Unbelievable Smart Worker & Hilarious Fails | Construction Compilation #8 #adamrose #smartworkers
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Unbelievable Smart Worker & Hilarious Fails | Construction Compilation #8 #adamrose #smartworkers

Chapter 19.1 - Reinforcement Learning
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Chapter 19.1 - Reinforcement Learning

The most beautiful formula not enough people understand
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The most beautiful formula not enough people understand

University of Cambridge Maths Admissions Interview
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University of Cambridge Maths Admissions Interview

What's The Difference Between Matrices And Tensors?
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What's The Difference Between Matrices And Tensors?

The French Do Not Care About Work
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The French Do Not Care About Work

Chapter 22.3  - Foundation Models & Fine Tuning
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Chapter 22.3 - Foundation Models & Fine Tuning

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