From 4cf501ab6d96a337f70b0ae568f581924781449b Mon Sep 17 00:00:00 2001 From: Developer-Y Date: Tue, 18 Jul 2023 18:13:17 +0530 Subject: [PATCH 1/2] High-Dimensional Probability --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 42836f2..a3c0332 100755 --- a/README.md +++ b/README.md @@ -592,6 +592,8 @@ Table of Contents - [02402 Introduction to Statistics E12 - Technical University of Denmark](https://www.youtube.com/playlist?list=PLMn2aW3wpAtPC8tZHQy6nwWsFG7P6sPqw) ([F17](https://www.youtube.com/playlist?list=PLgowegO9Se58_BnUNnaARajEE_bX-GJEz)) - [Engineering Probability (ECSE-2500) - RPI](https://www.youtube.com/playlist?list=PLuh62Q4Sv7BU1dN2G6ncyiMbML7OXh_Jx) - [Purdue ECE302 Introduction to Probability for Data Science](https://www.youtube.com/playlist?list=PL4FSfq6xtSvyqsbgrYDeyV0WWXlXqwy2M) + - [Undergraduate Probability with Professor Roman Vershynin](https://www.math.uci.edu/~rvershyn/teaching/ugp/ugp.html) + - [High-Dimensional Probability](https://www.math.uci.edu/~rvershyn/teaching/hdp/hdp.html) - **Linear Algebra** - [Mathematical Foundations of Machine Learning (Fall 2021) - University of Chicago - Rebecca Willett](https://willett.psd.uchicago.edu/teaching/mathematical-foundations-of-machine-learning-fall-2021/) - [18.06 - Linear Algebra, Prof. Gilbert Strang, MIT OCW](https://ocw.mit.edu/courses/mathematics/18-06sc-linear-algebra-fall-2011/) From 52fa66e0fdcaeb176b19eaf3081e33a36e035b83 Mon Sep 17 00:00:00 2001 From: Developer-Y Date: Wed, 19 Jul 2023 20:47:58 +0530 Subject: [PATCH 2/2] Direct Methods for Sparse Linear Systems --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a3c0332..b6ffc3d 100755 --- a/README.md +++ b/README.md @@ -608,6 +608,7 @@ Table of Contents - [ENGR108: Introduction to Applied Linear Algebra—Vectors, Matrices, and Least Squares - Stanford University](https://www.youtube.com/playlist?list=PLoROMvodv4rMz-WbFQtNUsUElIh2cPmN9) - [10-600 Math Background for ML - CMU](https://www.youtube.com/playlist?list=PL7y-1rk2cCsA339crwXMWUaBRuLBvPBCg) - [MIT 18.065 Matrix Methods in Data Analysis, Signal Processing, and Machine Learning](https://ocw.mit.edu/courses/mathematics/18-065-matrix-methods-in-data-analysis-signal-processing-and-machine-learning-spring-2018/video-lectures/) +- [Direct Methods for Sparse Linear Systems - Prof Tim Davis - UFL](https://www.youtube.com/playlist?list=PL5EvFKC69QIyRLFuxWRnH6hIw6e1-bBXB) - [36-705 - Intermediate Statistics - Larry Wasserman, CMU](http://www.stat.cmu.edu/~larry/=stat705/) ([YouTube](https://www.youtube.com/playlist?list=PLcW8xNfZoh7eI7KSWneVWq-7wr8ffRtHF)) - [Combinatorics - IISC Bangalore](https://nptel.ac.in/courses/106108051/) - [Advanced Engineering Mathematics - Notre Dame](https://www.youtube.com/playlist?list=PLd-PuDzW85Ae4pzlylMLzq_a-RHPx8ryA)