# Lecture 2 - KNN, ML Vocabulary, and K-Means | CS 189 - Introduction to Machine Learning

https://eecs189.org/fa26/lecture/lec02

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#  [](https://eecs189.org/fa26/lecture/lec02/#lecture-2---knn-ml-vocabulary-and-k-means) Lecture 2 - KNN, ML Vocabulary, and K-Means 
Presented by Narges Norouzi
  * Slides ([PDF](https://drive.google.com/file/d/1wiTpGAOOVAl8g7Z0MJRxj0_PLqda8_y5/view?usp=drive_link), [pptx](https://docs.google.com/presentation/d/1YSJADeRvbR_D7AgXgZsMzXPd7bRy24Sr/edit?usp=drive_link&ouid=103464667152051985983&rtpof=true&sd=true))
  * [Recording](https://www.askademia.org/compsci189/fa26/compsci189-fa26-upload-1788399181)
  * Code ([HTML](https://eecs189.org/fa26/resources/assets/lectures/lec02/lec02.html), [Colab](https://colab.research.google.com/github/BerkeleyML/fa26-student/blob/main/lecture/lec02/lec02.ipynb), [GitHub](https://github.com/BerkeleyML/fa26-student/blob/main/lecture/lec02/lec02.ipynb))
  * 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/20)) of [Deep Learning Foundations and Concepts](https://www.bishopbook.com)
  * Chapter 15, Section 15.1 (K-means Clustering) ([PDF](https://link-springer-com.libproxy.berkeley.edu/content/pdf/10.1007/978-3-031-45468-4_15), [Web Reader](https://issuu.com/cmb321/docs/deep_learning_ebook/478)) of [Deep Learning Foundations and Concepts](https://www.bishopbook.com)


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