René's URL Explorer Experiment

Title: GitHub - TheElementsMath/DSCI420Notes: A study guide for the textbook Mathematics for Machine Learning by Deisenroth et al. · GitHub

Open Graph Title: GitHub - TheElementsMath/DSCI420Notes: A study guide for the textbook Mathematics for Machine Learning by Deisenroth et al.

X Title: GitHub - TheElementsMath/DSCI420Notes: A study guide for the textbook Mathematics for Machine Learning by Deisenroth et al.

Description: A study guide for the textbook Mathematics for Machine Learning by Deisenroth et al. - TheElementsMath/DSCI420Notes

Open Graph Description: A study guide for the textbook Mathematics for Machine Learning by Deisenroth et al. - TheElementsMath/DSCI420Notes

X Description: A study guide for the textbook Mathematics for Machine Learning by Deisenroth et al. - TheElementsMath/DSCI420Notes

Opengraph URL: https://github.com/TheElementsMath/DSCI420Notes

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:b5190fbd-bf07-0c96-ea43-bee716e5dc5f
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	942A:27C8DB:9702F4:D1C5A2:6A4C997A
html-safe-nonce	7d88a3ae96ee353b8d81ab75b4538cae530b7e6cbc8558a1d86644cde799ff45
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI5NDJBOjI3QzhEQjo5NzAyRjQ6RDFDNUEyOjZBNEM5OTdBIiwidmlzaXRvcl9pZCI6IjM2Mjk3NjQ5NjYyOTcxNDc3NzAiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac	25646e94e9b60b4ebfd9431361a43c89bdbb2656cc77e4e3fdfffb1c88e4d736
hovercard-subject-tag	repository:1126974909
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/TheElementsMath/DSCI420Notes
twitter:image	https://opengraph.githubassets.com/d9f3a3339b6f00a37f0fe7c206440ce0e0117af8130d163239688e5e80265ee3/TheElementsMath/DSCI420Notes
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/d9f3a3339b6f00a37f0fe7c206440ce0e0117af8130d163239688e5e80265ee3/TheElementsMath/DSCI420Notes
og:image:alt	A study guide for the textbook Mathematics for Machine Learning by Deisenroth et al. - TheElementsMath/DSCI420Notes
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	3d11bb817438277de2a940854450e83a7d32b6aeb5014e9e6b00a6423900251c
turbo-cache-control	no-cache
go-import	github.com/TheElementsMath/DSCI420Notes git https://github.com/TheElementsMath/DSCI420Notes.git
octolytics-dimension-user_id	127238171
octolytics-dimension-user_login	TheElementsMath
octolytics-dimension-repository_id	1126974909
octolytics-dimension-repository_nwo	TheElementsMath/DSCI420Notes
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	false
octolytics-dimension-repository_network_root_id	1126974909
octolytics-dimension-repository_network_root_nwo	TheElementsMath/DSCI420Notes
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	7a2dede45637df6b92ddcfe2a557e67d4b5854ae
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/TheElementsMath/DSCI420Notes#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FTheElementsMath%2FDSCI420Notes
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub Copilot appDirect agents from issue to merge	https://github.com/features/ai/github-app
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
View all resources	https://github.com/resources
GitHub SponsorsFund open source developers	https://github.com/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/accelerator
GitHub Stars	https://stars.github.com
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FTheElementsMath%2FDSCI420Notes
Sign up	https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=TheElementsMath%2FDSCI420Notes
Reload	https://github.com/TheElementsMath/DSCI420Notes
Reload	https://github.com/TheElementsMath/DSCI420Notes
Reload	https://github.com/TheElementsMath/DSCI420Notes
TheElementsMath	https://github.com/TheElementsMath
DSCI420Notes	https://github.com/TheElementsMath/DSCI420Notes
Notifications	https://github.com/login?return_to=%2FTheElementsMath%2FDSCI420Notes
Fork 0	https://github.com/login?return_to=%2FTheElementsMath%2FDSCI420Notes
Star 0	https://github.com/login?return_to=%2FTheElementsMath%2FDSCI420Notes
Code	https://github.com/TheElementsMath/DSCI420Notes
Issues 0	https://github.com/TheElementsMath/DSCI420Notes/issues
Pull requests 0	https://github.com/TheElementsMath/DSCI420Notes/pulls
Actions	https://github.com/TheElementsMath/DSCI420Notes/actions
Projects	https://github.com/TheElementsMath/DSCI420Notes/projects
Security and quality 0	https://github.com/TheElementsMath/DSCI420Notes/security
Insights	https://github.com/TheElementsMath/DSCI420Notes/pulse
Code	https://github.com/TheElementsMath/DSCI420Notes
Issues	https://github.com/TheElementsMath/DSCI420Notes/issues
Pull requests	https://github.com/TheElementsMath/DSCI420Notes/pulls
Actions	https://github.com/TheElementsMath/DSCI420Notes/actions
Projects	https://github.com/TheElementsMath/DSCI420Notes/projects
Security and quality	https://github.com/TheElementsMath/DSCI420Notes/security
Insights	https://github.com/TheElementsMath/DSCI420Notes/pulse
	https://github.com/TheElementsMath/DSCI420Notes
Branches	https://github.com/TheElementsMath/DSCI420Notes/branches
Tags	https://github.com/TheElementsMath/DSCI420Notes/tags
	https://github.com/TheElementsMath/DSCI420Notes/branches
	https://github.com/TheElementsMath/DSCI420Notes/tags
14 Commits	https://github.com/TheElementsMath/DSCI420Notes/commits/main/
	https://github.com/TheElementsMath/DSCI420Notes/commits/main/
.Rproj.user	https://github.com/TheElementsMath/DSCI420Notes/tree/main/.Rproj.user
.Rproj.user	https://github.com/TheElementsMath/DSCI420Notes/tree/main/.Rproj.user
_book	https://github.com/TheElementsMath/DSCI420Notes/tree/main/_book
_book	https://github.com/TheElementsMath/DSCI420Notes/tree/main/_book
docs	https://github.com/TheElementsMath/DSCI420Notes/tree/main/docs
docs	https://github.com/TheElementsMath/DSCI420Notes/tree/main/docs
.Rhistory	https://github.com/TheElementsMath/DSCI420Notes/blob/main/.Rhistory
.Rhistory	https://github.com/TheElementsMath/DSCI420Notes/blob/main/.Rhistory
.gitignore	https://github.com/TheElementsMath/DSCI420Notes/blob/main/.gitignore
.gitignore	https://github.com/TheElementsMath/DSCI420Notes/blob/main/.gitignore
00-chapter.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/00-chapter.Rmd
00-chapter.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/00-chapter.Rmd
01-IntroductionAndMotivation.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/01-IntroductionAndMotivation.Rmd
01-IntroductionAndMotivation.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/01-IntroductionAndMotivation.Rmd
02-LinearAlgebra.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/02-LinearAlgebra.Rmd
02-LinearAlgebra.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/02-LinearAlgebra.Rmd
03-AnalyticGeometry.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/03-AnalyticGeometry.Rmd
03-AnalyticGeometry.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/03-AnalyticGeometry.Rmd
04-MatrixDecomposition.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/04-MatrixDecomposition.Rmd
04-MatrixDecomposition.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/04-MatrixDecomposition.Rmd
05-VectorCalculus.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/05-VectorCalculus.Rmd
05-VectorCalculus.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/05-VectorCalculus.Rmd
06-ProbabilityAndDistributions.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/06-ProbabilityAndDistributions.Rmd
06-ProbabilityAndDistributions.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/06-ProbabilityAndDistributions.Rmd
07-ContinuousOptimization.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/07-ContinuousOptimization.Rmd
07-ContinuousOptimization.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/07-ContinuousOptimization.Rmd
08-Data,Models,andLearning.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/08-Data%2CModels%2CandLearning.Rmd
08-Data,Models,andLearning.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/08-Data%2CModels%2CandLearning.Rmd
09-LinearRegression.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/09-LinearRegression.Rmd
09-LinearRegression.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/09-LinearRegression.Rmd
10-DimensionReductionWithPrincipalComponentAnalysis.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/10-DimensionReductionWithPrincipalComponentAnalysis.Rmd
10-DimensionReductionWithPrincipalComponentAnalysis.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/10-DimensionReductionWithPrincipalComponentAnalysis.Rmd
11-DensityEstimationWithGaussianMixtureModels.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/11-DensityEstimationWithGaussianMixtureModels.Rmd
11-DensityEstimationWithGaussianMixtureModels.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/11-DensityEstimationWithGaussianMixtureModels.Rmd
12-ClassificationWithSupportVectorMachines.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/12-ClassificationWithSupportVectorMachines.Rmd
12-ClassificationWithSupportVectorMachines.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/12-ClassificationWithSupportVectorMachines.Rmd
A-Symbols.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/A-Symbols.Rmd
A-Symbols.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/A-Symbols.Rmd
A1-IntroductionAndMotivation.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/A1-IntroductionAndMotivation.Rmd
A1-IntroductionAndMotivation.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/A1-IntroductionAndMotivation.Rmd
A2.0-Vectors.rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/A2.0-Vectors.rmd
A2.0-Vectors.rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/A2.0-Vectors.rmd
A2.1-SystemsOfLE.rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/A2.1-SystemsOfLE.rmd
A2.1-SystemsOfLE.rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/A2.1-SystemsOfLE.rmd
A2.2-Matrices.rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/A2.2-Matrices.rmd
A2.2-Matrices.rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/A2.2-Matrices.rmd
A2.3-SolvingSystemsOfEquations.rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/A2.3-SolvingSystemsOfEquations.rmd
A2.3-SolvingSystemsOfEquations.rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/A2.3-SolvingSystemsOfEquations.rmd
DSCI420.Rproj	https://github.com/TheElementsMath/DSCI420Notes/blob/main/DSCI420.Rproj
DSCI420.Rproj	https://github.com/TheElementsMath/DSCI420Notes/blob/main/DSCI420.Rproj
Example89.png	https://github.com/TheElementsMath/DSCI420Notes/blob/main/Example89.png
Example89.png	https://github.com/TheElementsMath/DSCI420Notes/blob/main/Example89.png
Figure1.1MML.png	https://github.com/TheElementsMath/DSCI420Notes/blob/main/Figure1.1MML.png
Figure1.1MML.png	https://github.com/TheElementsMath/DSCI420Notes/blob/main/Figure1.1MML.png
Figure2.1MML.png	https://github.com/TheElementsMath/DSCI420Notes/blob/main/Figure2.1MML.png
Figure2.1MML.png	https://github.com/TheElementsMath/DSCI420Notes/blob/main/Figure2.1MML.png
Figure3.1MML.png	https://github.com/TheElementsMath/DSCI420Notes/blob/main/Figure3.1MML.png
Figure3.1MML.png	https://github.com/TheElementsMath/DSCI420Notes/blob/main/Figure3.1MML.png
Figure4.1MML.png	https://github.com/TheElementsMath/DSCI420Notes/blob/main/Figure4.1MML.png
Figure4.1MML.png	https://github.com/TheElementsMath/DSCI420Notes/blob/main/Figure4.1MML.png
Figure5.2MML.png	https://github.com/TheElementsMath/DSCI420Notes/blob/main/Figure5.2MML.png
Figure5.2MML.png	https://github.com/TheElementsMath/DSCI420Notes/blob/main/Figure5.2MML.png
Figure6.1MML.png	https://github.com/TheElementsMath/DSCI420Notes/blob/main/Figure6.1MML.png
Figure6.1MML.png	https://github.com/TheElementsMath/DSCI420Notes/blob/main/Figure6.1MML.png
Figure7.1MML.png	https://github.com/TheElementsMath/DSCI420Notes/blob/main/Figure7.1MML.png
Figure7.1MML.png	https://github.com/TheElementsMath/DSCI420Notes/blob/main/Figure7.1MML.png
New.rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/New.rmd
New.rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/New.rmd
README.md	https://github.com/TheElementsMath/DSCI420Notes/blob/main/README.md
README.md	https://github.com/TheElementsMath/DSCI420Notes/blob/main/README.md
ScalarMultiplication2.png	https://github.com/TheElementsMath/DSCI420Notes/blob/main/ScalarMultiplication2.png
ScalarMultiplication2.png	https://github.com/TheElementsMath/DSCI420Notes/blob/main/ScalarMultiplication2.png
TipToTail.png	https://github.com/TheElementsMath/DSCI420Notes/blob/main/TipToTail.png
TipToTail.png	https://github.com/TheElementsMath/DSCI420Notes/blob/main/TipToTail.png
TipToTail2.png	https://github.com/TheElementsMath/DSCI420Notes/blob/main/TipToTail2.png
TipToTail2.png	https://github.com/TheElementsMath/DSCI420Notes/blob/main/TipToTail2.png
VectorAdditionExample.png	https://github.com/TheElementsMath/DSCI420Notes/blob/main/VectorAdditionExample.png
VectorAdditionExample.png	https://github.com/TheElementsMath/DSCI420Notes/blob/main/VectorAdditionExample.png
_bookdown.yml	https://github.com/TheElementsMath/DSCI420Notes/blob/main/_bookdown.yml
_bookdown.yml	https://github.com/TheElementsMath/DSCI420Notes/blob/main/_bookdown.yml
_output.yml	https://github.com/TheElementsMath/DSCI420Notes/blob/main/_output.yml
_output.yml	https://github.com/TheElementsMath/DSCI420Notes/blob/main/_output.yml
index.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/index.Rmd
index.Rmd	https://github.com/TheElementsMath/DSCI420Notes/blob/main/index.Rmd
style.css	https://github.com/TheElementsMath/DSCI420Notes/blob/main/style.css
style.css	https://github.com/TheElementsMath/DSCI420Notes/blob/main/style.css
README	https://github.com/TheElementsMath/DSCI420Notes
	https://github.com/TheElementsMath/DSCI420Notes#my-bookdown-github-book
	https://github.com/TheElementsMath/DSCI420Notes#dsci420notes
theelementsmath.github.io/DSCI420Notes	https://theelementsmath.github.io/DSCI420Notes
calculus	https://github.com/topics/calculus
linear-regression	https://github.com/topics/linear-regression
linear-algebra	https://github.com/topics/linear-algebra
probability	https://github.com/topics/probability
gaussian-mixture-models	https://github.com/topics/gaussian-mixture-models
gradient-descent	https://github.com/topics/gradient-descent
principal-component-analysis	https://github.com/topics/principal-component-analysis
dimension-reduction	https://github.com/topics/dimension-reduction
singular-value-decomposition	https://github.com/topics/singular-value-decomposition
matrix-algebra	https://github.com/topics/matrix-algebra
mathematics-for-machine-learning	https://github.com/topics/mathematics-for-machine-learning
deisenroth	https://github.com/topics/deisenroth
Readme	https://github.com/TheElementsMath/DSCI420Notes#readme-ov-file
Please reload this page	https://github.com/TheElementsMath/DSCI420Notes
Activity	https://github.com/TheElementsMath/DSCI420Notes/activity
0 forks	https://github.com/TheElementsMath/DSCI420Notes/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FTheElementsMath%2FDSCI420Notes&report=TheElementsMath+%28user%29
Releases	https://github.com/TheElementsMath/DSCI420Notes/releases
Packages 0	https://github.com/users/TheElementsMath/packages?repo_name=DSCI420Notes
Please reload this page	https://github.com/TheElementsMath/DSCI420Notes
Contributors	https://github.com/TheElementsMath/DSCI420Notes/graphs/contributors
Please reload this page	https://github.com/TheElementsMath/DSCI420Notes
HTML 99.0%	https://github.com/TheElementsMath/DSCI420Notes/search?l=html
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.