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_config.yml
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# Welcome to Jekyll!
#
# This config file is meant for settings that affect your whole site, values
# which you are expected to set up once and rarely edit after that. If you find
# yourself editing these this file very often, consider using Jekyll's data files
# feature for the data you need to update frequently.
#
# For technical reasons, this file is *NOT* reloaded automatically when you use
# 'jekyll serve'. If you change this file, please restart the server process.
# Site settings
# These are used to personalize your new site. If you look in the HTML files,
# you will see them accessed via {{ site.title }}, {{ site.github_repo }}, and so on.
# You can create any custom variable you would like, and they will be accessible
# in the templates via {{ site.myvariable }}.
# TODO(setup): Typically the course number, "DEPT XXX". it appears on nearly every page. Keep it short. :)
title: Data 8
# TODO:(setup): This should be the extended title of your course. e.g. "Introduction to Data Science"
tagline: Foundations of Data Science
description: A modern, highly customizable, responsive Jekyll template for course websites
# TODO(template): this should be built from the staff list...
author: Edwin Vargas Navarro and Brandon Su
# You should use either light or dark as the theme.
color_scheme: light
# TODO(setup): Set this to the semester, e.g. /sp24, (faXX / spXX / suXX / wiXX )
baseurl: '/fa24' # the subpath of your site, which should just be the semester.
# TODO(setup): Set this to your course's domain
url: 'https://www.data8.org' # the hostname & protocol for your site, e.g. http://example.com
# Course variables
# Course variables can appear in various places around the website, if something isn't used leave it blank.
# TODO(setup): Set all of these course variables
course: Data 8
course_email: [email protected]
gradescope_course_id: 835871 # you can find this in the Gradescope URL after /courses
bcourses_course_id: 1538208 # Same as above, but for bCourses. Leave blank if not in use...
ed_course_id: 64093 # Again, same as above.
sememster: fa24 # set for the current seemester
# This should be one of eecs, dsus, stat
# (Future) This will control some footer text, and later custom styling.
course_department: dsus
logo: "/data8logo_christmas.png"
current_week: 16
# This should be the page of all class archives
# Typically just / for DS courses (with a visible index page), or /archives if you're hosting your own, or a link to the inst.eecs page
# If you have no archive page, comment this line out or leave blank.
class_archive_path: /
# TODO(setup): Set these auxiliary links as you wish - they show up on the top right
aux_links:
# TODO(template): Move this to be built-in.
# Ed:
# - 'https://edstem.org/us/courses/64093/discussion/'
OH Queue:
- 'https://oh.data8.org/'
Textbook:
- 'https://inferentialthinking.com/chapters/intro.html'
Extensions:
- 'https://docs.google.com/forms/d/e/1FAIpQLSc2CSE_Ie_TR0r7lV7-JX0zNagoJ08t-EAK48iCAc3rVgHIXw/viewform'
# Collections for website data
collections:
staffers:
sort_by: name
modules:
schedules:
announcements:
labs:
output: true
permalink: /:collection/:path/
hw:
output: true
permalink: /:collection/:path/
projects:
output: true
permalink: /:collection/:path/
# Default layouts for each collection type
defaults:
- scope:
path: ''
type: labs
values:
layout: lab
nav_exclude: true
- scope:
path: ''
type: hw
values:
layout: hw
nav_exclude: true
- scope:
path: ''
type: projects
values:
layout: project
nav_exclude: true
- scope:
path: '_staffers'
type: staffers
values:
layout: staffer
height: 300
subpath: '/assets/images/'
width: 300
- scope:
path: ''
type: modules
values:
layout: module
- scope:
path: ''
type: schedules
values:
layout: schedule
- scope:
path: ''
type: announcements
values:
layout: announcement
######################################################################
# Just the Docs / Berkeley Class Site Common Config
# Options below here will likely not need to be configured..
######################################################################
# TODO(template): CSS compilations. Handle warnings...
sass:
style: expanded
sass_dir: _sass
sourcemap: always
quiet_deps: true
verbose: false
# The sitemap **must** be enabled. It's published as /baseurl/sitemap.xml
plugins:
- jekyll-sitemap
- jekyll-seo-tag
- jekyll-github-metadata
- jekyll-include-cache
# Theme settings
theme: just-the-docs
search_enabled: true
heading_anchors: true
permalink: pretty
## Footer Content.
# You should probably not change these, but may add to footer_content if necessary.
# Replace `true` with any additional HTML that you would like to add.
# Footer *must* included the accessibility text defined in footer_custom.html
footer_content: true
back_to_top: true
back_to_top_text: "Back to Top"
last_edit_timestamp: true
last_edit_time_format: '%m %d, %Y at %H:%M'
# Compilation settings used by compress-html plugin:
# https://github.com/penibelst/jekyll-compress-html/tree/v3.2.0?tab=readme-ov-file
compress_html:
clippings: all
comments: all
endings: all
startings: []
blanklines: false
profile: false
# Native Jeykll build options
# You likely shouldn't need to touch these, but they are documented here just in case.
# https://jekyllrb.com/docs/configuration/options/
# This makes it easier when pushing to a static directory.
# The default false removes files in that directory, which is useful for when you unpublish pages.
# keep_files: false
# Likely not necessary, but a google default for Berkeley
timezone: America/Los_Angeles
# Note: dotfiles are excluded by default. .htaccess is included as a common case.
include:
- LICENSE
- .htaccess
- robots.txt
exclude:
- .sass-cache/
- .jekyll-cache/
- gemfiles/
- Gemfile
- Gemfile.lock
- vendor/
- README.md
- CONTRIBUTING.md
- tmp/
- spec/
- docs/
- node_modules/
links:
hw:
hw01: "[Homework 01](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-8%2Fmaterials-fa24&urlpath=tree%2Fmaterials-fa24%2Fhw%2Fhw01%2Fhw01.ipynb)"
hw02: "[Homework 02](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-8%2Fmaterials-fa24&urlpath=tree%2Fmaterials-fa24%2Fhw%2Fhw02%2Fhw02.ipynb)"
hw03: "[Homework 03](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-8%2Fmaterials-fa24&urlpath=tree%2Fmaterials-fa24%2Fhw%2Fhw03%2Fhw03.ipynb)"
hw04: "[Homework 04](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-8%2Fmaterials-fa24&urlpath=tree%2Fmaterials-fa24%2Fhw%2Fhw04%2Fhw04.ipynb)"
hw05: "[Homework 05](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-8%2Fmaterials-fa24&urlpath=tree%2Fmaterials-fa24%2Fhw%2Fhw05%2Fhw05.ipynb)"
hw06: "[Homework 06](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-8%2Fmaterials-fa24&urlpath=tree%2Fmaterials-fa24%2Fhw%2Fhw06%2Fhw06.ipynb)"
hw07: "[Homework 07](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-8%2Fmaterials-fa24&urlpath=tree%2Fmaterials-fa24%2Fhw%2Fhw07%2Fhw07.ipynb)"
hw08: "[Homework 08](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-8%2Fmaterials-fa24&urlpath=tree%2Fmaterials-fa24%2Fhw%2Fhw08%2Fhw08.ipynb)"
hw09: "[Homework 09](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-8%2Fmaterials-fa24&urlpath=tree%2Fmaterials-fa24%2Fhw%2Fhw09%2Fhw09.ipynb)"
hw10: "[Homework 10](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-8%2Fmaterials-fa24&urlpath=tree%2Fmaterials-fa24%2Fhw%2Fhw10%2Fhw10.ipynb)"
hw11: "[Homework 11](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-8%2Fmaterials-fa24&urlpath=tree%2Fmaterials-fa24%2Fhw%2Fhw11%2Fhw11.ipynb)"
hw12: "[Homework 12](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-8%2Fmaterials-fa24&urlpath=tree%2Fmaterials-fa24%2Fhw%2Fhw12%2Fhw12.ipynb)"
hw13: "[Homework 13](https://www.gradescope.com/courses/835871)"
lab:
lab01: "[Lab 01: Expressions](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-8%2Fmaterials-fa24&branch=main&urlpath=tree%2Fmaterials-fa24%2Flab%2Flab01%2Flab01.ipynb)"
lab02: "[Lab 02: Table Operations](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-8%2Fmaterials-fa24&branch=main&urlpath=tree%2Fmaterials-fa24%2Flab%2Flab02%2Flab02.ipynb)"
lab03: "[Lab 03: Data Types, Creating and Extending Tables](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-8%2Fmaterials-fa24&branch=main&urlpath=tree%2Fmaterials-fa24%2Flab%2Flab03%2Flab03.ipynb)"
lab04: "[Lab 04: Functions and Visualizations](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-8%2Fmaterials-fa24&branch=main&urlpath=tree%2Fmaterials-fa24%2Flab%2Flab04%2Flab04.ipynb)"
lab05: "[Lab 05: Conditional Statements, Iteration, Tables](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-8%2Fmaterials-fa24&branch=main&urlpath=tree%2Fmaterials-fa24%2Flab%2Flab05%2Flab05.ipynb)"
lab06: "[Lab 06: Assessing Models](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-8%2Fmaterials-fa24&branch=main&urlpath=tree%2Fmaterials-fa24%2Flab%2Flab06%2Flab06.ipynb)"
lab07: "[Lab 07: A/B Testing](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-8%2Fmaterials-fa24&branch=main&urlpath=tree%2Fmaterials-fa24%2Flab%2Flab07%2Flab07.ipynb)"
lab08: "[Lab 08: Sample Means](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-8%2Fmaterials-fa24&branch=main&urlpath=tree%2Fmaterials-fa24%2Flab%2Flab08%2Flab08.ipynb)"
lab09: "[Lab 09: Regression](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-8%2Fmaterials-fa24&branch=main&urlpath=tree%2Fmaterials-fa24%2Flab%2Flab09%2Flab09.ipynb)"
lab10: "[Lab 10: Conditional Probability](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-8%2Fmaterials-fa24&branch=main&urlpath=tree%2Fmaterials-fa24%2Flab%2Flab10%2Flab10.ipynb)"
wksht:
wksht01: "[Worksheet 01](https://drive.google.com/file/d/1SxtXURV9UabpSOtQDvRXy9qb6DxkSBF9/view?usp=sharing)"
wksht02: "[Worksheet 02](https://drive.google.com/file/d/1jHmmIzs38SDVZ9BO6P7116lv5Tb9uaji/view?usp=sharing)"
wksht03: "[Worksheet 03](https://drive.google.com/file/d/1J4AME-GGaT6vqnjmOvBBXFC8hB57SJl_/view?usp=sharing)"
wksht04: "[Worksheet 04](https://drive.google.com/file/d/1nP-MkclyDgtTeh1UBKRvmgMILNCy1MIg/view?usp=sharing)"
wksht05: "[Worksheet 05](https://drive.google.com/file/d/1bnRdOnbvWW0cgXUnvWgQcTaHfvCZrXco/view?usp=sharing)"
wksht06: "[Worksheet 06](https://drive.google.com/file/d/1hiCxi9Kddl2f3QwiKuKvOqRRnPI9zSK8/view?usp=sharing)"
wksht07: "[Worksheet 07](https://drive.google.com/file/d/1rGX7nzPXANR9IiBEPTCGyV0HYqlS2da6/view?usp=sharing)"
wksht08: "[Worksheet 08](https://drive.google.com/file/d/1a0Ju7bTWGwz89Zb1NFdt8GBz0okqARwU/view?usp=sharing)"
wksht09: "[Worksheet 09](https://drive.google.com/file/d/19El5PzgmRfAnFDkJ1pyeYK8CrMrlnEXH/view?usp=sharing)"
wksht10: "[Worksheet 10](https://drive.google.com/file/d/1SjwnPulid8fZ1lUZWCI-Gvv6-JGTmi4M/view?usp=sharing)"
wksht11: "[Worksheet 11](https://drive.google.com/file/d/1vSQ1yfaBeQkC4LVJSKJmN_jkzrTAv72M/view?usp=sharing)"
wksht12: "[Worksheet 12](https://drive.google.com/file/d/1__WARHVP3_ZaGHw2GdzjpWzriMF6fPqr/view?usp=sharing)"
wksht13: "[Worksheet 13](https://drive.google.com/file/d/15CCDKyRBh10cdIAZNSy2o8Xi-6R79Xld/view?usp=sharing)"
wksht14: "[Worksheet 14](https://drive.google.com/file/d/1AEttf-paU8UmKhT3NhtM0_Dwn7BGC86u/view?usp=sharing)"
proj:
proj1: "[Project 1: World Population and Poverty](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-8%2Fmaterials-fa24&urlpath=tree%2Fmaterials-fa24%2Fproject%2Fproject1%2Fproject1.ipynb)"
proj2: "[Project 2: Climate](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-8%2Fmaterials-fa24&urlpath=tree%2Fmaterials-fa24%2Fproject%2Fproject2%2Fproject2.ipynb)"
proj3: "[Project 3: Movie Classification](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-8%2Fmaterials-fa24&urlpath=tree%2Fmaterials-fa24%2Fproject%2Fproject3%2Fproject3.ipynb)"
lec:
demo:
demo01: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec01/lec01.ipynb&branch=main)"
demo02: ""
demo03: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec03/lec03.ipynb&branch=main)"
demo04: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec04/lec04.ipynb&branch=main)"
demo05: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec05/lec05.ipynb&branch=main)"
demo06: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec06/lec06.ipynb&branch=main)"
demo07: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec07/lec07.ipynb&branch=main)"
demo08: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec08/lec08.ipynb&branch=main)"
demo09: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec09/lec09.ipynb&branch=main)"
demo10: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec10/lec10.ipynb&branch=main)"
demo11: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec11/lec11.ipynb&branch=main)"
demo12: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec12/lec12.ipynb&branch=main)"
demo13: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec13/lec13.ipynb&branch=main)"
demo14: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec14/lec14.ipynb&branch=main)"
demo15: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec15/lec15.ipynb&branch=main)"
demo16: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec16/lec16.ipynb&branch=main)"
demo17: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec17/lec17.ipynb&branch=main)"
demo18: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec18/lec18.ipynb&branch=main)"
demo19: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec19/lec19.ipynb&branch=main)"
demo20: ""
demo21: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec21/mr2.ipynb&branch=main)"
demo22: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec22/lec22.ipynb&branch=main)"
demo23: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec23/lec23.ipynb&branch=main)"
demo24: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec24/lec24.ipynb&branch=main)"
demo25: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec25/lec25.ipynb&branch=main)"
demo26: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec26/lec26.ipynb&branch=main)"
demo27: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec27/lec27.ipynb&branch=main)"
demo28: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec28/lec28.ipynb&branch=main)"
demo29: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec29/lec29.ipynb&branch=main)"
demo30: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec30/lec30.ipynb&branch=main)"
demo31: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec31/lec31.ipynb&branch=main)"
demo32: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec32/lec32.ipynb&branch=main)"
demo33: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec33/lec33.ipynb&branch=main)"
demo34: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec34/lec34.ipynb&branch=main)"
demo35: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec35/lec35.ipynb&branch=main)"
demo36: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec36/lec36.ipynb&branch=main)"
demo37: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec37/lec37.ipynb&branch=main)"
demo38: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec38/lec38.ipynb&branch=main)"
demo39: ""
demo40: ""
demo41: ""
demo42: ""
demo43: "• [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec43/lec43.ipynb&branch=main)"
slides:
slide01: "[Slides](https://docs.google.com/presentation/d/1Rg3tyM3b68n8Ko5OzsnnvXSbeP-HARD5WlLKUfXXCFk/edit?usp=sharing)"
slide02: "[Slides](https://docs.google.com/presentation/d/1mpRbyc3oeT1vUFUs3zMztGVAjAGC7Gv9nweH3n8Zkz0/edit?usp=sharing)"
slide03: "[Slides](https://docs.google.com/presentation/d/1k3YSZn0Cuxh_kD_iYj5i_pTPgIm2GZe4ysVlQvOHJzU/edit?usp=sharing)"
slide04: "[Slides](https://docs.google.com/presentation/d/12danL6fLoxZy6BN43a349LxAHS6k8g5KzBYXM_If1aA/edit?usp=sharing)"
slide05: "[Slides](https://docs.google.com/presentation/d/1hUWhXs3stFdZChTU8OR99KnQ6E647fy01pd8iajrJnE/edit)"
slide06: "[Slides](https://docs.google.com/presentation/d/1wuGuwgGinzV0qFJObM9srPhFFYzlZK8LueX78tFQFZ0/edit?usp=sharing)"
slide07: "[Slides](https://docs.google.com/presentation/d/16jSY5tTBZ8FureyRvcyZFUmrHH-St4KcJiQmUfFCdTQ/edit?usp=sharing)"
slide08: "[Slides](https://docs.google.com/presentation/d/14vPvMzIcZJNIDHvUIAUs6sMWmBuDYm7IQbJG_lc04iA/edit?usp=sharing)"
slide09: "[Slides](https://docs.google.com/presentation/d/14A6YDBE9sb3RrE-LT27A_xxzwYk41Ar0jHbJ99yB8Ic/edit?usp=sharing)"
slide10: "[Slides](https://docs.google.com/presentation/d/1uHVHOYSs5smiG_NEEOk_7rkWJ2y7HLzPIgheW9ea8Mw/edit?usp=sharing)"
slide11: "[Slides](https://docs.google.com/presentation/d/1RLChbFMU9zCaUmeIipkVvHpBJyufgYxJHNFfLpcVFWM/edit?usp=sharing)"
slide12: "[Slides](https://docs.google.com/presentation/d/1PeGiEe29n6bAX_mAeOrffRm1NvI21KLJYL8u5NBiCmQ/edit?usp=sharing)"
slide13: "[Slides](https://docs.google.com/presentation/d/1g03KPmT194s3jw4BKNBKM4tL-krjWhBBtlL0CgQ7qik/edit?usp=sharing)"
slide14: "[Slides](https://docs.google.com/presentation/d/1PSduHebl6HyV0nF35BXX67Vp-BsA4AGtd4FI1Xa-s9o/edit?usp=sharing)"
slide15: "[Slides](https://docs.google.com/presentation/d/1zhcke7aJil27cVT5vRzh6-o-OXwT6oYxi3R3VnQuBgU/edit?usp=sharing)"
slide16: "[Slides](https://docs.google.com/presentation/d/1cD0fmo7gl8bLibyk2q6iWDRZpeQ7yWry3bOJeKEN9eU/edit?usp=sharing)"
slide17: "[Slides](https://docs.google.com/presentation/d/1vRQfs5ou0UW46M_FopDUphxPiyOTC1geO0kL7DGzEyY/edit?usp=sharing)"
slide18: "[Slides](https://docs.google.com/presentation/d/11dBgg3rK-vFFIraWNjjNNvrgjcCVfEWLjT8Ue5cqozg/edit?usp=sharing)"
slide19: "[Slides](https://docs.google.com/presentation/d/1uIF-6pjuMviaEzHZIVvoD54lgmT9vzeZ5nSb_hdRfr4/edit?usp=sharing)"
slide20: "[Slides](https://docs.google.com/presentation/d/1G6S6_TclwM9g50JLAMXrT5jPqdbfNM9p6FUcTDPuppg/edit?usp=sharing)"
slide21: "[Slides](https://docs.google.com/presentation/d/1eGORJlAnmPrI_EW_fg0BUkzcHQAjO8kZI3TE9CTUn-I/edit?usp=sharing)"
slide22: "[Slides](https://docs.google.com/presentation/d/1lk7mauyJcNmO3fYbooMvoa61aWJ1o1bPB6sMFWQAwLM/edit?usp=sharing)"
slide23: "[Slides](https://docs.google.com/presentation/d/1-HdYcHSDkX-N2mBePG04rwJDx6hQYLz_Xf_zBoLzWQA/edit?usp=sharing)"
slide24: "[Slides](https://docs.google.com/presentation/d/1Ja1vR8eI06S-z5HUi15PUxLxulNbcTzZKZuU_CJsjSQ/edit?usp=sharing)"
slide25: "[Slides](https://docs.google.com/presentation/d/1sFxHzNNzj_cB3Zv-4lsDoKgZKI-syedZOpUueLz5pQQ/edit?usp=sharing)"
slide26: "[Slides](https://docs.google.com/presentation/d/1ueDiwWxuY_4-57YtH9ARXIHiu-WGekHXnmzJPIvFFXM/edit?usp=sharing)"
slide27: "[Slides](https://docs.google.com/presentation/d/1GnlnLFhAHzd2Dkxqg4CpRymtEYD3gUdlZchshyGTJdg/edit?usp=sharing)"
slide28: "[Slides](https://docs.google.com/presentation/d/1ihJOyqrP_SPNaWB1fuXMZcPhFlxMw2kcsTOtYa1rg0Y/edit?usp=sharing)"
slide29: "[Slides](https://docs.google.com/presentation/d/1WpeRg2crC9abFjjXyaEpSWO7KysqfsalH7Cy3lml3zY/edit?usp=sharing)"
slide30: "[Slides](https://docs.google.com/presentation/d/19_Pis48QUG0S2PRPkBQoFLNi41DBj7YxWx3tqQNWLKg/edit?usp=sharing)"
slide31: "[Slides](https://docs.google.com/presentation/d/1O9EEvtQhtdQ7b7EaRX8vIlY5FV50qC-DMVUpZoZEbE0/edit?usp=sharing)"
slide32: "[Slides](https://docs.google.com/presentation/d/1dKMDfpT_J2EZHb20LG83iWlXNx17y8ULxS_nHf4Nacw/edit?usp=sharing)"
slide33: "[Slides](https://docs.google.com/presentation/d/1evDg9pMH_rO2XmDcN-TAqeD2y6VvGZ28a3jjzZQLC2g/edit?usp=sharing)"
slide34: "[Slides](https://docs.google.com/presentation/d/1zolp7ndo8kpn6TXSSJwTngf8VaX59ucjqeni36IMIVM/edit?usp=sharing)"
slide35: "[Slides](https://docs.google.com/presentation/d/1Qnw4l1pQz8RmUElzZ6yqBKMiVvu-G8IO3HzQv_WtNXk/edit?usp=sharing)"
slide36: "[Slides](https://docs.google.com/presentation/d/1olLTx7432eEZ-vwcblMvfBByqSfb1A-lVkt05YKKzsA/edit?usp=sharing)"
slide37: "[Slides](https://docs.google.com/presentation/d/13joSE3dky9ODcoGm3Q7ayh4q76ZEERmnB7klA5j40TU/edit?usp=sharing)"
slide38: "[Slides](https://docs.google.com/presentation/d/1YiZtvm4P7bI4RbXiNPGM8kKpYDIQ850FYb6gU9ul_v4/edit?usp=sharing)"
slide39: "[Slides](https://docs.google.com/presentation/d/1iqMVBKnVoUNkXl3SXTHaxALyXwNCH_kq2fBTMK2BskE/edit?usp=sharing)"
slide40: "[Slides](https://docs.google.com/presentation/d/16GK3yypBeYBXfEMCn3hiifmWXY8OaqkSb01S9hhTyfA/edit?usp=sharing)"
slide41: "[Slides](https://docs.google.com/presentation/d/1qWIOiZ4J1yvnismu2sL0_Ez1Gy2rkwa-WNFrRKLqepU/edit?usp=sharing)"
slide42: "[Slides](https://docs.google.com/presentation/d/12cKUdw0ngA4usOLkI4LOOcsAiP88D-Vj0l2QIdetZG0/edit?usp=sharing)"
slide43: "[Slides](https://docs.google.com/presentation/d/1LyKTgI2bAoj0JKp0uyFWkdB5DXf70o9sOkC_SxiSw5w/edit?usp=sharing)"