René's URL Explorer Experiment


Title: GitHub - roatienza/ml: Foundations of Machine Learning Course Materials. · GitHub

Open Graph Title: GitHub - roatienza/ml: Foundations of Machine Learning Course Materials.

X Title: GitHub - roatienza/ml: Foundations of Machine Learning Course Materials.

Description: Foundations of Machine Learning Course Materials. Contribute to roatienza/ml development by creating an account on GitHub.

Open Graph Description: Foundations of Machine Learning Course Materials. Contribute to roatienza/ml development by creating an account on GitHub.

X Description: Foundations of Machine Learning Course Materials. Contribute to roatienza/ml development by creating an account on GitHub.

Opengraph URL: https://github.com/roatienza/ml

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:84c59e63-e7de-d6fe-bcdd-2370da159215
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idE02C:980AD:9859775:CEA9EE5:6A4BA082
html-safe-nonce7c3ca2ac9cdd0fa14b6f96b7058a8266d8dfc88358ec1605e49e68ea58afbe77
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJFMDJDOjk4MEFEOjk4NTk3NzU6Q0VBOUVFNTo2QTRCQTA4MiIsInZpc2l0b3JfaWQiOiIzNDQ0MjcwNzQ0NzM2NjA0MjkwIiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac10621f0b0b92d0d80edb9ba1a787416929ed01272e8063f1439afa1f008d285f
hovercard-subject-tagrepository:288934566
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/roatienza/ml
twitter:imagehttps://opengraph.githubassets.com/6b78730280110e0aecfdd2c69a64c8c8ae0df18704f3f84a0e8b648cb22a361d/roatienza/ml
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/6b78730280110e0aecfdd2c69a64c8c8ae0df18704f3f84a0e8b648cb22a361d/roatienza/ml
og:image:altFoundations of Machine Learning Course Materials. Contribute to roatienza/ml development by creating an account on GitHub.
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Nonea7e470aeb8fedd833ae331b0a162f6c5a72c09b899dd94a7cd531e5e0e3a93d5
turbo-cache-controlno-cache
go-importgithub.com/roatienza/ml git https://github.com/roatienza/ml.git
octolytics-dimension-user_id8848769
octolytics-dimension-user_loginroatienza
octolytics-dimension-repository_id288934566
octolytics-dimension-repository_nworoatienza/ml
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id288934566
octolytics-dimension-repository_network_root_nworoatienza/ml
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release59ad79fae8b165db9a62b2142d969fa7b21eedcf
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/roatienza/ml#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Froatienza%2Fml
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub Copilot appDirect agents from issue to mergehttps://github.com/features/ai/github-app
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
View all resourceshttps://github.com/resources
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
GitHub Starshttps://stars.github.com
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://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%2Froatienza%2Fml
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=roatienza%2Fml
Reloadhttps://github.com/roatienza/ml
Reloadhttps://github.com/roatienza/ml
Reloadhttps://github.com/roatienza/ml
roatienza https://github.com/roatienza
mlhttps://github.com/roatienza/ml
Notifications https://github.com/login?return_to=%2Froatienza%2Fml
Fork 20 https://github.com/login?return_to=%2Froatienza%2Fml
Star 26 https://github.com/login?return_to=%2Froatienza%2Fml
Code https://github.com/roatienza/ml
Issues 0 https://github.com/roatienza/ml/issues
Pull requests 0 https://github.com/roatienza/ml/pulls
Actions https://github.com/roatienza/ml/actions
Projects https://github.com/roatienza/ml/projects
Security and quality 0 https://github.com/roatienza/ml/security
Insights https://github.com/roatienza/ml/pulse
Code https://github.com/roatienza/ml
Issues https://github.com/roatienza/ml/issues
Pull requests https://github.com/roatienza/ml/pulls
Actions https://github.com/roatienza/ml/actions
Projects https://github.com/roatienza/ml/projects
Security and quality https://github.com/roatienza/ml/security
Insights https://github.com/roatienza/ml/pulse
https://github.com/roatienza/ml
Brancheshttps://github.com/roatienza/ml/branches
Tagshttps://github.com/roatienza/ml/tags
https://github.com/roatienza/ml/branches
https://github.com/roatienza/ml/tags
90 Commitshttps://github.com/roatienza/ml/commits/master/
https://github.com/roatienza/ml/commits/master/
analytic_geometryhttps://github.com/roatienza/ml/tree/master/analytic_geometry
analytic_geometryhttps://github.com/roatienza/ml/tree/master/analytic_geometry
gmmhttps://github.com/roatienza/ml/tree/master/gmm
gmmhttps://github.com/roatienza/ml/tree/master/gmm
intro_to_mlhttps://github.com/roatienza/ml/tree/master/intro_to_ml
intro_to_mlhttps://github.com/roatienza/ml/tree/master/intro_to_ml
linear_algebrahttps://github.com/roatienza/ml/tree/master/linear_algebra
linear_algebrahttps://github.com/roatienza/ml/tree/master/linear_algebra
linear_regressionhttps://github.com/roatienza/ml/tree/master/linear_regression
linear_regressionhttps://github.com/roatienza/ml/tree/master/linear_regression
matrix_decompositionshttps://github.com/roatienza/ml/tree/master/matrix_decompositions
matrix_decompositionshttps://github.com/roatienza/ml/tree/master/matrix_decompositions
ml_principleshttps://github.com/roatienza/ml/tree/master/ml_principles
ml_principleshttps://github.com/roatienza/ml/tree/master/ml_principles
optimizationhttps://github.com/roatienza/ml/tree/master/optimization
optimizationhttps://github.com/roatienza/ml/tree/master/optimization
pcahttps://github.com/roatienza/ml/tree/master/pca
pcahttps://github.com/roatienza/ml/tree/master/pca
probabilityhttps://github.com/roatienza/ml/tree/master/probability
probabilityhttps://github.com/roatienza/ml/tree/master/probability
toolkithttps://github.com/roatienza/ml/tree/master/toolkit
toolkithttps://github.com/roatienza/ml/tree/master/toolkit
vector_calculushttps://github.com/roatienza/ml/tree/master/vector_calculus
vector_calculushttps://github.com/roatienza/ml/tree/master/vector_calculus
.gitignorehttps://github.com/roatienza/ml/blob/master/.gitignore
.gitignorehttps://github.com/roatienza/ml/blob/master/.gitignore
README.mdhttps://github.com/roatienza/ml/blob/master/README.md
README.mdhttps://github.com/roatienza/ml/blob/master/README.md
READMEhttps://github.com/roatienza/ml
https://github.com/roatienza/ml#foundations-of-machine-learning-course-materials
Deep Learninghttps://github.com/roatienza/Deep-Learning-Experiments
linkhttps://mml-book.github.io/
Jupyter Notebookhttps://jupyter.org/
Google Colabhttps://colab.research.google.com/
https://github.com/roatienza/ml#roadmap
Slideshttps://github.com/roatienza/ml/blob/master/intro_to_ml/Intro_to_ML.pdf
Slideshttps://github.com/roatienza/ml/blob/master/toolkit/Env_Editor_Python_Numpy.pdf
Slideshttps://github.com/roatienza/ml/blob/master/linear_algebra/Linear_Algebra.pdf
Introduction to Numpyhttps://github.com/roatienza/ml/blob/master/linear_algebra/notebook/numpy_intro.ipynb
Linear Regressionhttps://github.com/roatienza/ml/blob/master/linear_algebra/notebook/scikit-learn-linear-regression.ipynb
Basis Vectors Transformationhttps://github.com/roatienza/ml/blob/master/linear_algebra/notebook/transform.ipynb
Slideshttps://github.com/roatienza/ml/blob/master/analytic_geometry/Analytic_Geometry.pdf
Slideshttps://github.com/roatienza/ml/blob/master/matrix_decompositions/Matrix_Decompositions.pdf
Matrix Approximationhttps://github.com/roatienza/ml/blob/master/matrix_decompositions/notebook/matrix_approximation.ipynb
Slideshttps://github.com/roatienza/ml/blob/master/vector_calculus/Vector_Calculus.pdf
Slideshttps://github.com/roatienza/ml/blob/master/probability/Probability.pdf
Slideshttps://github.com/roatienza/ml/blob/master/optimization/Optimization.pdf
Slideshttps://github.com/roatienza/ml/blob/master/ml_principles/ML_Principles.pdf
Slideshttps://github.com/roatienza/ml/blob/master/linear_regression/Linear_Regression.pdf
MLE and MAPhttps://github.com/roatienza/ml/blob/master/linear_regression/notebook/mle_and_map_poly.ipynb
Slideshttps://github.com/roatienza/ml/blob/master/pca/PCA.pdf
MNIST PCAhttps://github.com/roatienza/ml/blob/master/pca/notebook/pca.ipynb
Slideshttps://github.com/roatienza/ml/blob/master/gmm/GMM.pdf
GMM 2-component 2Dhttps://github.com/roatienza/ml/blob/master/gmm/notebook/gmm.ipynb
https://github.com/roatienza/ml#cheat-sheets
Numpyhttps://github.com/roatienza/ml/blob/master/intro_to_ml/image/numpy_cheatsheet.jpeg
Scikit-Learnhttps://github.com/roatienza/ml/blob/master/intro_to_ml/image/sckit-learn_cheatsheet.jpeg
dplyr and tidyrhttps://github.com/roatienza/ml/blob/master/intro_to_ml/image/dplyr_cheatsheet.jpeg
Neural Networkshttps://github.com/roatienza/ml/blob/master/intro_to_ml/image/neural_networks_cheatsheet.jpeg
https://github.com/roatienza/ml#appreciation
https://github.com/roatienza/ml#citation
machine-learning https://github.com/topics/machine-learning
optimization https://github.com/topics/optimization
svm https://github.com/topics/svm
linear-regression https://github.com/topics/linear-regression
linear-algebra https://github.com/topics/linear-algebra
probability https://github.com/topics/probability
pca https://github.com/topics/pca
gmm https://github.com/topics/gmm
vector-calculus https://github.com/topics/vector-calculus
Readme https://github.com/roatienza/ml#readme-ov-file
Please reload this pagehttps://github.com/roatienza/ml
Activityhttps://github.com/roatienza/ml/activity
20 forkshttps://github.com/roatienza/ml/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Froatienza%2Fml&report=roatienza+%28user%29
Releaseshttps://github.com/roatienza/ml/releases
Packages 0https://github.com/users/roatienza/packages?repo_name=ml
Please reload this pagehttps://github.com/roatienza/ml
Contributorshttps://github.com/roatienza/ml/graphs/contributors
Please reload this pagehttps://github.com/roatienza/ml
Jupyter Notebook 99.2% https://github.com/roatienza/ml/search?l=jupyter-notebook
Python 0.8% https://github.com/roatienza/ml/search?l=python
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width


URLs of crawlers that visited me.