# Lecture 8 - Logistic Regression (1) | CS 189 - Introduction to Machine Learning

https://eecs189.org/fa26/lecture/lec08

[Skip to main content](https://eecs189.org/fa26/lecture/lec08/#main-content) Link Menu Expand (external link) Document Search Copy Copied
[ ](https://eecs189.org/fa26/)
  * [Home / Schedule](https://eecs189.org/fa26/)
  * [Syllabus](https://eecs189.org/fa26/syllabus/)
  * [Graduate Project](https://eecs189.org/fa26/gradproject/)
  * [Calendar](https://eecs189.org/fa26/calendar/)
  * [Course FAQs](https://eecs189.org/fa26/faq/)
  * [Resources](https://eecs189.org/fa26/resources/)
  * [Staff](https://eecs189.org/fa26/staff/)

[View all course offerings ](https://eecs189.org/)
#  [](https://eecs189.org/fa26/lecture/lec08/#lecture-8---logistic-regression-1) Lecture 8 - Logistic Regression (1) 
Presented by Narges Norouzi
  * Slides ([PDF](https://drive.google.com/file/d/1dLdkHaxWSMIbgGYS_4H84kBwan2fzZzC/view?usp=drive_link), [pptx](https://docs.google.com/presentation/d/163bdwVjoxs2exABjCelgA0hYlg-vnGLb/edit?usp=drive_link&ouid=103464667152051985983&rtpof=true&sd=true))
  * [Recording](https://www.askademia.org/compsci189/fa26/compsci189-fa26-1790121844)
  * Chapter 4.3 ([Chapter 4 PDF](https://link-springer-com.libproxy.berkeley.edu/content/pdf/10.1007/978-3-031-45468-4_4), [Web Reader](https://issuu.com/cmb321/docs/deep_learning_ebook/130)); Chapter 5.1, 5.2 (through 5.2.5), 5.4 (through 5.4.4) ([Chapter 5 PDF](https://link-springer-com.libproxy.berkeley.edu/content/pdf/10.1007/978-3-031-45468-4_5), [Web Reader](https://issuu.com/cmb321/docs/deep_learning_ebook/150)) of [Deep Learning Foundations and Concepts](https://www.bishopbook.com)


* * *
[Back to Top](https://eecs189.org/fa26/lecture/lec08/#top)
[Accessibility](https://dap.berkeley.edu/get-help/report-web-accessibility-issue) [Nondiscrimination](https://ophd.berkeley.edu/policies-and-procedures/nondiscrimination-policy-statement)
Copyright ©2026, Regents of the University of California and respective authors. 
This site is built following the [Berkeley Class Site](https://github.com/just-the-docs/just-the-docs) template, which is generously based on the [Just the Class](https://github.com/kevinlin1/just-the-class), and [Just the Docs](https://github.com/just-the-docs/just-the-docs) templates.