<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.sitemaps.org/schemas/sitemap/0.9 http://www.sitemaps.org/schemas/sitemap/0.9/sitemap.xsd" xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
<url>
<loc>https://intro2ml.com/materials/notebooks/00_python_intro/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/notebooks/01_vectors_and_basics/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/notebooks/02_matrices_and_operations/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/notebooks/03_matrix_properties_and_calculus/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/notebooks/04_data_reading_and_plotting/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/notebooks/0_image_approx/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/notebooks/ML_tutorial/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/notebooks/Pytorch-First-Steps/</loc>
</url>
<url>
<loc>https://intro2ml.com/assignments/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/notebooks/basic_nn_example/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/references/course_purpose_note/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/notebooks/cs229_linear_regression_complete/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/notebooks/demo/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/notebooks/gen_cnn_tutorial/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/notebooks/gen_rnn_classification_tutorial/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/notebooks/gen_rnn_completion_tutorial/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/notebooks/gmm_em_walkthrough/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/notebooks/gmm_example/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/assignments/hw0/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/assignments/hw0_solution/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/assignments/hw1/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/assignments/hw1_solution/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/assignments/hw2/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/assignments/hw3/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/assignments/hw4/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/assignments/hw4_solution/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/assignments/hw5/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/assignments/hw6/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/assignments/hw7/</loc>
</url>
<url>
<loc>https://intro2ml.com/</loc>
</url>
<url>
<loc>https://intro2ml.com/logistics/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/notebooks/mnist_example/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/notebooks/neural_networks_from_scratch/</loc>
</url>
<url>
<loc>https://intro2ml.com/project/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/notebooks/pytorch_nn_with_mnist/</loc>
</url>
<url>
<loc>https://intro2ml.com/resources/</loc>
</url>
<url>
<loc>https://intro2ml.com/schedule/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/references/svd_demo/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/references/value_iteration_new/</loc>
</url>
<url>
<loc>https://intro2ml.com/materials/assignments/unsupervised-learning-overview.pdf</loc>
<lastmod>2026-03-19T10:08:48+00:00</lastmod>
</url>
<url>
<loc>https://intro2ml.com/materials/slides/Language%20Modeling.pdf</loc>
<lastmod>2026-03-19T10:08:48+00:00</lastmod>
</url>
<url>
<loc>https://intro2ml.com/materials/slides/RL_1.pdf</loc>
<lastmod>2026-03-19T10:08:48+00:00</lastmod>
</url>
<url>
<loc>https://intro2ml.com/materials/slides/SVM.pdf</loc>
<lastmod>2026-03-19T10:08:48+00:00</lastmod>
</url>
<url>
<loc>https://intro2ml.com/materials/slides/advanced-deep-learning-lecture.pdf</loc>
<lastmod>2026-03-19T10:08:48+00:00</lastmod>
</url>
<url>
<loc>https://intro2ml.com/materials/slides/ai-ethics.pdf</loc>
<lastmod>2026-03-19T10:08:48+00:00</lastmod>
</url>
<url>
<loc>https://intro2ml.com/materials/slides/deep-learning-lecture-2.pdf</loc>
<lastmod>2026-03-19T10:08:48+00:00</lastmod>
</url>
<url>
<loc>https://intro2ml.com/materials/slides/deep-learning-lecture-part_1.pdf</loc>
<lastmod>2026-03-19T10:08:48+00:00</lastmod>
</url>
<url>
<loc>https://intro2ml.com/materials/slides/deep-learning-lecture-part_2.pdf</loc>
<lastmod>2026-03-19T10:08:48+00:00</lastmod>
</url>
<url>
<loc>https://intro2ml.com/materials/slides/generalization-and-features.pdf</loc>
<lastmod>2026-03-19T10:08:48+00:00</lastmod>
</url>
<url>
<loc>https://intro2ml.com/materials/slides/gmm.pdf</loc>
<lastmod>2026-03-19T10:08:48+00:00</lastmod>
</url>
<url>
<loc>https://intro2ml.com/materials/slides/introductory_slides.pdf</loc>
<lastmod>2026-03-19T10:08:48+00:00</lastmod>
</url>
<url>
<loc>https://intro2ml.com/materials/slides/kernel-methods.pdf</loc>
<lastmod>2026-03-19T10:08:48+00:00</lastmod>
</url>
<url>
<loc>https://intro2ml.com/materials/slides/kmean_intro.pdf</loc>
<lastmod>2026-03-19T10:08:48+00:00</lastmod>
</url>
<url>
<loc>https://intro2ml.com/materials/slides/learning%20examples%20and%20data.pdf</loc>
<lastmod>2026-03-19T10:08:48+00:00</lastmod>
</url>
<url>
<loc>https://intro2ml.com/materials/slides/linear-regression.pdf</loc>
<lastmod>2026-03-19T10:08:48+00:00</lastmod>
</url>
<url>
<loc>https://intro2ml.com/materials/slides/log-regression.pdf</loc>
<lastmod>2026-03-19T10:08:48+00:00</lastmod>
</url>
<url>
<loc>https://intro2ml.com/materials/slides/mle-glm.pdf</loc>
<lastmod>2026-03-19T10:08:48+00:00</lastmod>
</url>
<url>
<loc>https://intro2ml.com/materials/slides/modeling.pdf</loc>
<lastmod>2026-03-19T10:08:48+00:00</lastmod>
</url>
<url>
<loc>https://intro2ml.com/materials/slides/naive_bayes_and_language.pdf</loc>
<lastmod>2026-03-19T10:08:48+00:00</lastmod>
</url>
<url>
<loc>https://intro2ml.com/materials/slides/pca.pdf</loc>
<lastmod>2026-03-19T10:08:48+00:00</lastmod>
</url>
<url>
<loc>https://intro2ml.com/materials/slides/self-supervised-learning.pdf</loc>
<lastmod>2026-03-19T10:08:48+00:00</lastmod>
</url>
</urlset>
