René's URL Explorer Experiment


Title: GitHub - dlab-berkeley/Python-Machine-Learning: D-Lab's 6 hour introduction to machine learning in Python. Learn how to perform classification, regression, clustering, and do model selection using scikit-learn in Python.

Open Graph Title: GitHub - dlab-berkeley/Python-Machine-Learning: D-Lab's 6 hour introduction to machine learning in Python. Learn how to perform classification, regression, clustering, and do model selection using scikit-learn in Python.

X Title: GitHub - dlab-berkeley/Python-Machine-Learning: D-Lab's 6 hour introduction to machine learning in Python. Learn how to perform classification, regression, clustering, and do model selection using scikit-learn in Python.

Description: D-Lab's 6 hour introduction to machine learning in Python. Learn how to perform classification, regression, clustering, and do model selection using scikit-learn in Python. - dlab-berkeley/Python-Machine-Learning

Open Graph Description: D-Lab's 6 hour introduction to machine learning in Python. Learn how to perform classification, regression, clustering, and do model selection using scikit-learn in Python. - dlab-berkeley/Pyth...

X Description: D-Lab's 6 hour introduction to machine learning in Python. Learn how to perform classification, regression, clustering, and do model selection using scikit-learn in Python. - dlab-berkeley/...

Opengraph URL: https://github.com/dlab-berkeley/Python-Machine-Learning

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:6f1b2412-58ad-e50f-f32b-4de848836a3d
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idBF74:30B1E0:151AA2:1CA90F:697713E6
html-safe-nonce433490a95755141a998a8d30fa62dcdb4c4b51624e136a733f49011bf5f50293
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJCRjc0OjMwQjFFMDoxNTFBQTI6MUNBOTBGOjY5NzcxM0U2IiwidmlzaXRvcl9pZCI6IjEyMTA0NDQ2ODA3MjEyNTQxNCIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac346c3da3679e4b0ea84a23dd3f335bbff59a12670fe082caad5686fccebb8008
hovercard-subject-tagrepository:88379868
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/dlab-berkeley/Python-Machine-Learning
twitter:imagehttps://opengraph.githubassets.com/dcdafc9648fa9f4627a5e6af900646e4f0d316ea0639a2c8e67979e5d4c567b5/dlab-berkeley/Python-Machine-Learning
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/dcdafc9648fa9f4627a5e6af900646e4f0d316ea0639a2c8e67979e5d4c567b5/dlab-berkeley/Python-Machine-Learning
og:image:altD-Lab's 6 hour introduction to machine learning in Python. Learn how to perform classification, regression, clustering, and do model selection using scikit-learn in Python. - dlab-berkeley/Pyth...
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None01d198479908d09a841b2febe8eb105a81af2af7d81830960fe0971e1f4adc09
turbo-cache-controlno-preview
go-importgithub.com/dlab-berkeley/Python-Machine-Learning git https://github.com/dlab-berkeley/Python-Machine-Learning.git
octolytics-dimension-user_id4195977
octolytics-dimension-user_logindlab-berkeley
octolytics-dimension-repository_id88379868
octolytics-dimension-repository_nwodlab-berkeley/Python-Machine-Learning
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id88379868
octolytics-dimension-repository_network_root_nwodlab-berkeley/Python-Machine-Learning
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
releasef752335dbbea672610081196a1998e39aec5e14b
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/dlab-berkeley/Python-Machine-Learning#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fdlab-berkeley%2FPython-Machine-Learning
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
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
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
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%2Fdlab-berkeley%2FPython-Machine-Learning
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=dlab-berkeley%2FPython-Machine-Learning
Reloadhttps://github.com/dlab-berkeley/Python-Machine-Learning
Reloadhttps://github.com/dlab-berkeley/Python-Machine-Learning
Reloadhttps://github.com/dlab-berkeley/Python-Machine-Learning
dlab-berkeley https://github.com/dlab-berkeley
Python-Machine-Learninghttps://github.com/dlab-berkeley/Python-Machine-Learning
Notifications https://github.com/login?return_to=%2Fdlab-berkeley%2FPython-Machine-Learning
Fork 71 https://github.com/login?return_to=%2Fdlab-berkeley%2FPython-Machine-Learning
Star 90 https://github.com/login?return_to=%2Fdlab-berkeley%2FPython-Machine-Learning
View license https://github.com/dlab-berkeley/Python-Machine-Learning/blob/main/LICENSE
90 stars https://github.com/dlab-berkeley/Python-Machine-Learning/stargazers
71 forks https://github.com/dlab-berkeley/Python-Machine-Learning/forks
Branches https://github.com/dlab-berkeley/Python-Machine-Learning/branches
Tags https://github.com/dlab-berkeley/Python-Machine-Learning/tags
Activity https://github.com/dlab-berkeley/Python-Machine-Learning/activity
Star https://github.com/login?return_to=%2Fdlab-berkeley%2FPython-Machine-Learning
Notifications https://github.com/login?return_to=%2Fdlab-berkeley%2FPython-Machine-Learning
Code https://github.com/dlab-berkeley/Python-Machine-Learning
Issues 5 https://github.com/dlab-berkeley/Python-Machine-Learning/issues
Pull requests 2 https://github.com/dlab-berkeley/Python-Machine-Learning/pulls
Actions https://github.com/dlab-berkeley/Python-Machine-Learning/actions
Projects 0 https://github.com/dlab-berkeley/Python-Machine-Learning/projects
Security 0 https://github.com/dlab-berkeley/Python-Machine-Learning/security
Insights https://github.com/dlab-berkeley/Python-Machine-Learning/pulse
Code https://github.com/dlab-berkeley/Python-Machine-Learning
Issues https://github.com/dlab-berkeley/Python-Machine-Learning/issues
Pull requests https://github.com/dlab-berkeley/Python-Machine-Learning/pulls
Actions https://github.com/dlab-berkeley/Python-Machine-Learning/actions
Projects https://github.com/dlab-berkeley/Python-Machine-Learning/projects
Security https://github.com/dlab-berkeley/Python-Machine-Learning/security
Insights https://github.com/dlab-berkeley/Python-Machine-Learning/pulse
Brancheshttps://github.com/dlab-berkeley/Python-Machine-Learning/branches
Tagshttps://github.com/dlab-berkeley/Python-Machine-Learning/tags
https://github.com/dlab-berkeley/Python-Machine-Learning/branches
https://github.com/dlab-berkeley/Python-Machine-Learning/tags
79 Commitshttps://github.com/dlab-berkeley/Python-Machine-Learning/commits/main/
https://github.com/dlab-berkeley/Python-Machine-Learning/commits/main/
datahttps://github.com/dlab-berkeley/Python-Machine-Learning/tree/main/data
datahttps://github.com/dlab-berkeley/Python-Machine-Learning/tree/main/data
imageshttps://github.com/dlab-berkeley/Python-Machine-Learning/tree/main/images
imageshttps://github.com/dlab-berkeley/Python-Machine-Learning/tree/main/images
lessonshttps://github.com/dlab-berkeley/Python-Machine-Learning/tree/main/lessons
lessonshttps://github.com/dlab-berkeley/Python-Machine-Learning/tree/main/lessons
solutionshttps://github.com/dlab-berkeley/Python-Machine-Learning/tree/main/solutions
solutionshttps://github.com/dlab-berkeley/Python-Machine-Learning/tree/main/solutions
.gitignorehttps://github.com/dlab-berkeley/Python-Machine-Learning/blob/main/.gitignore
.gitignorehttps://github.com/dlab-berkeley/Python-Machine-Learning/blob/main/.gitignore
LICENSEhttps://github.com/dlab-berkeley/Python-Machine-Learning/blob/main/LICENSE
LICENSEhttps://github.com/dlab-berkeley/Python-Machine-Learning/blob/main/LICENSE
README.mdhttps://github.com/dlab-berkeley/Python-Machine-Learning/blob/main/README.md
README.mdhttps://github.com/dlab-berkeley/Python-Machine-Learning/blob/main/README.md
requirements.txthttps://github.com/dlab-berkeley/Python-Machine-Learning/blob/main/requirements.txt
requirements.txthttps://github.com/dlab-berkeley/Python-Machine-Learning/blob/main/requirements.txt
READMEhttps://github.com/dlab-berkeley/Python-Machine-Learning
Licensehttps://github.com/dlab-berkeley/Python-Machine-Learning
https://github.com/dlab-berkeley/Python-Machine-Learning#d-labs-python-machine-learning-workshop
https://dlab.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdlab-berkeley%2FPython-Machine-Learning&urlpath=lab%2Ftree%2FPython-Machine-Learning%2F&branch=main
https://mybinder.org/v2/gh/dlab-berkeley/Python-Machine-Learning/HEAD
https://github.com/dlab-berkeley/Python-Machine-Learning#prerequisites
Python Fundamentalshttps://github.com/dlab-berkeley/Python-Fundamentals
Python Data Visualizationhttps://github.com/dlab-berkeley/Python-Data-Visualization
Python Data Wranglinghttps://github.com/dlab-berkeley/Python-Data-Wrangling
Workshop Cataloghttps://dlab-berkeley.github.io/dlab-workshops/
https://github.com/dlab-berkeley/Python-Machine-Learning#workshop-goals
https://github.com/dlab-berkeley/Python-Machine-Learning#installation-instructions
Download and install Anaconda (Python 3.9 distribution)https://www.anaconda.com/products/individual
Python-Machine-Learning workshop materialshttps://github.com/dlab-berkeley/Python-Machine-Learning
https://github.com/dlab-berkeley/Python-Machine-Learning#run-the-code
https://github.com/dlab-berkeley/Python-Machine-Learning#is-python-not-working-on-your-computer
https://dlab.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdlab-berkeley%2FPython-Machine-Learning&urlpath=lab%2Ftree%2FPython-Machine-Learning%2F&branch=main
https://datahub.berkeley.eduhttps://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdlab-berkeley%2FPython-Machine-Learning&urlpath=tree%2FPython-Machine-Learning%2F&branch=main
https://mybinder.org/v2/gh/dlab-berkeley/Python-Machine-Learning/main?urlpath=tree
https://github.com/dlab-berkeley/Python-Machine-Learning#additional-resources
scikit-learn Tutorialshttps://scikit-learn.org/stable/tutorial/index.html
Stanford's CS229 course materialshttps://cs229.stanford.edu/syllabus.html
IBM's free course of machine learning in Pythonhttps://www.edx.org/course/machine-learning-with-python-a-practical-introduct
Elements of AI coursehttps://course.elementsofai.com/
https://github.com/dlab-berkeley/Python-Machine-Learning#about-the-uc-berkeley-d-lab
D-Lab homepagehttps://dlab.berkeley.edu/
calendarhttps://dlab.berkeley.edu/events/calendar
consultinghttps://dlab.berkeley.edu/consulting
datahttps://dlab.berkeley.edu/data
workshopshttps://dlab.berkeley.edu/events/workshops
https://github.com/dlab-berkeley/Python-Machine-Learning#other-d-lab-python-workshops
https://github.com/dlab-berkeley/Python-Machine-Learning#basic-competency
Python Fundamentalshttps://github.com/dlab-berkeley/python-fundamentals
Introduction to Pandashttps://github.com/dlab-berkeley/introduction-to-pandas
Geospatial Fundamentals in Pythonhttps://github.com/dlab-berkeley/Geospatial-Fundamentals-in-Python
Python Visualizationhttps://github.com/dlab-berkeley/Python-Data-Visualization
https://github.com/dlab-berkeley/Python-Machine-Learning#intermediateadvanced-copmetency
Python Text Analysishttps://github.com/dlab-berkeley/Python-Text-Analysis
Python Deep Learninghttps://github.com/dlab-berkeley/Python-Deep-Learning
Fairness and Bias in Machine Learninghttps://github.com/dlab-berkeley/fairML
https://github.com/dlab-berkeley/Python-Machine-Learning#contributors
python https://github.com/topics/python
machine-learning https://github.com/topics/machine-learning
clustering https://github.com/topics/clustering
scikit-learn https://github.com/topics/scikit-learn
regression https://github.com/topics/regression
classification https://github.com/topics/classification
auto-ml https://github.com/topics/auto-ml
Readme https://github.com/dlab-berkeley/Python-Machine-Learning#readme-ov-file
View license https://github.com/dlab-berkeley/Python-Machine-Learning#License-1-ov-file
Please reload this pagehttps://github.com/dlab-berkeley/Python-Machine-Learning
Activityhttps://github.com/dlab-berkeley/Python-Machine-Learning/activity
Custom propertieshttps://github.com/dlab-berkeley/Python-Machine-Learning/custom-properties
90 starshttps://github.com/dlab-berkeley/Python-Machine-Learning/stargazers
12 watchinghttps://github.com/dlab-berkeley/Python-Machine-Learning/watchers
71 forkshttps://github.com/dlab-berkeley/Python-Machine-Learning/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fdlab-berkeley%2FPython-Machine-Learning&report=dlab-berkeley+%28user%29
Releaseshttps://github.com/dlab-berkeley/Python-Machine-Learning/releases
Packages 0https://github.com/orgs/dlab-berkeley/packages?repo_name=Python-Machine-Learning
Please reload this pagehttps://github.com/dlab-berkeley/Python-Machine-Learning
Contributors 13https://github.com/dlab-berkeley/Python-Machine-Learning/graphs/contributors
Please reload this pagehttps://github.com/dlab-berkeley/Python-Machine-Learning
Jupyter Notebook 100.0% https://github.com/dlab-berkeley/Python-Machine-Learning/search?l=jupyter-notebook
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.