From e0fcedac945f47badb6b71905260579873497f07 Mon Sep 17 00:00:00 2001 From: Jagdeep Bhatia Date: Thu, 17 Oct 2024 16:01:41 -0400 Subject: [PATCH] Add lec 12 readings --- _modules/module-1.md | 1 + info/books.md | 1 + 2 files changed, 2 insertions(+) diff --git a/_modules/module-1.md b/_modules/module-1.md index f0f53c5..8e515cd 100644 --- a/_modules/module-1.md +++ b/_modules/module-1.md @@ -92,6 +92,7 @@ Oct/15 Oct/17 : **Lecture 12**{: .label .label-red} Neural network models and problem structures : MP1 due + : [[B1]](/info/books/#primary-textbooks)
Ch 10, 13, 12 Oct/18 : **Review sessions**{: .label .label-blue} diff --git a/info/books.md b/info/books.md index 03461d2..278f709 100644 --- a/info/books.md +++ b/info/books.md @@ -13,6 +13,7 @@ nav_order: 5 # Other recommended reading - [B] [Pattern Recognition and Machine Learning](https://www.microsoft.com/en-us/research/uploads/prod/2006/01/Bishop-Pattern-Recognition-and-Machine-Learning-2006.pdf), Bishop; Springer, 2006. +- [B2] [Deep Learning Foundations and Concepts](https://www.bishopbook.com/), Bishop; Bishop, 2024. - [HTF] [The Elements of Statistical Learning](https://hastie.su.domains/ElemStatLearn/), Hastie, Tibshirani, and Friedman; Springer, 2009. - [SB]/[SSS] [Understanding Machine Learning: From Theory to Algorithms](http://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning), Shalev-Shwartz and Ben-David; Cambridge University Press, 2014. - [JWHT] [An Introduction to Statistical Learning](https://www.statlearning.com/), James, Witten, Hastie, and Tibshirani; Springer, 2013.