# Lecture 6 - Linear Regression | CS 189 - Introduction to Machine Learning

https://eecs189.org/fa26/lecture/lec06

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#  [](https://eecs189.org/fa26/lecture/lec06/#lecture-6---linear-regression) Lecture 6 - Linear Regression 
Presented by Narges Norouzi
  * Slides ([PDF](https://drive.google.com/file/d/1eZp-lazLHzc28ihHhPMezkiY5KvfPDoP/view?usp=drive_link), [pptx](https://docs.google.com/presentation/d/10t2c1hv3QjKeITdeF5uc6N0IGdtvJqxX/edit?usp=drive_link&ouid=103464667152051985983&rtpof=true&sd=true))
  * [Recording](https://www.askademia.org/compsci189/fa26/compsci189-fa26-1789516983)
  * Code ([HTML](https://eecs189.org/fa26/resources/assets/lectures/lec06/lec06.html), [Colab](https://colab.research.google.com/github/BerkeleyML/fa26-student/blob/main/lecture/lec06/lec06.ipynb), [GitHub](https://github.com/BerkeleyML/fa26-student/blob/main/lecture/lec06/lec06.ipynb))
  * Chapter 1.2 ([Chapter 1 PDF](https://link-springer-com.libproxy.berkeley.edu/content/pdf/10.1007/978-3-031-45468-4_1), [Web Reader](https://issuu.com/cmb321/docs/deep_learning_ebook/26)); Chapter 4.1.4-4.1.6 ([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/132)) of [Deep Learning Foundations and Concepts](https://www.bishopbook.com)


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