René's URL Explorer Experiment


Title: GitHub - profjsb/python-seminar: Python for Data Science (Seminar Course at UC Berkeley; AY 250)

Open Graph Title: GitHub - profjsb/python-seminar: Python for Data Science (Seminar Course at UC Berkeley; AY 250)

X Title: GitHub - profjsb/python-seminar: Python for Data Science (Seminar Course at UC Berkeley; AY 250)

Description: Python for Data Science (Seminar Course at UC Berkeley; AY 250) - profjsb/python-seminar

Open Graph Description: Python for Data Science (Seminar Course at UC Berkeley; AY 250) - profjsb/python-seminar

X Description: Python for Data Science (Seminar Course at UC Berkeley; AY 250) - profjsb/python-seminar

Mail addresses
joshbloom@berkeley.edu
ucbpythonclass@gmail.com

Opengraph URL: https://github.com/profjsb/python-seminar

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:cae42392-7568-b0ad-e251-7c69bf189b72
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id8004:FE603:AA7268:DD8C8A:696AFB75
html-safe-noncebf3a79a497c72375ef884c91b63bbcf68ced4e6eb1156a2bc8b13d310a017de4
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI4MDA0OkZFNjAzOkFBNzI2ODpERDhDOEE6Njk2QUZCNzUiLCJ2aXNpdG9yX2lkIjoiMjg0NjI0NDc3OTk3NDMxNjY5IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac59f7679a38a33e599c7aff874338d7ca3a735ac1edd9178611e53d985ce01781
hovercard-subject-tagrepository:5518536
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/profjsb/python-seminar
twitter:imagehttps://opengraph.githubassets.com/fee42d8ac3d67f78b5d6296e1a8f09f9d3866a367b5d3c77c048d4e47505c740/profjsb/python-seminar
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/fee42d8ac3d67f78b5d6296e1a8f09f9d3866a367b5d3c77c048d4e47505c740/profjsb/python-seminar
og:image:altPython for Data Science (Seminar Course at UC Berkeley; AY 250) - profjsb/python-seminar
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None5f99f7c1d70f01da5b93e5ca90303359738944d8ab470e396496262c66e60b8d
turbo-cache-controlno-preview
go-importgithub.com/profjsb/python-seminar git https://github.com/profjsb/python-seminar.git
octolytics-dimension-user_id480799
octolytics-dimension-user_loginprofjsb
octolytics-dimension-repository_id5518536
octolytics-dimension-repository_nwoprofjsb/python-seminar
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id5518536
octolytics-dimension-repository_network_root_nwoprofjsb/python-seminar
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
release82560a55c6b2054555076f46e683151ee28a19bc
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/profjsb/python-seminar#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fprofjsb%2Fpython-seminar
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%2Fprofjsb%2Fpython-seminar
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=profjsb%2Fpython-seminar
Reloadhttps://github.com/profjsb/python-seminar
Reloadhttps://github.com/profjsb/python-seminar
Reloadhttps://github.com/profjsb/python-seminar
profjsb https://github.com/profjsb
python-seminarhttps://github.com/profjsb/python-seminar
Notifications https://github.com/login?return_to=%2Fprofjsb%2Fpython-seminar
Fork 161 https://github.com/login?return_to=%2Fprofjsb%2Fpython-seminar
Star 333 https://github.com/login?return_to=%2Fprofjsb%2Fpython-seminar
View license https://github.com/profjsb/python-seminar/blob/master/LICENSE
333 stars https://github.com/profjsb/python-seminar/stargazers
161 forks https://github.com/profjsb/python-seminar/forks
Branches https://github.com/profjsb/python-seminar/branches
Tags https://github.com/profjsb/python-seminar/tags
Activity https://github.com/profjsb/python-seminar/activity
Star https://github.com/login?return_to=%2Fprofjsb%2Fpython-seminar
Notifications https://github.com/login?return_to=%2Fprofjsb%2Fpython-seminar
Code https://github.com/profjsb/python-seminar
Issues 1 https://github.com/profjsb/python-seminar/issues
Pull requests 0 https://github.com/profjsb/python-seminar/pulls
Actions https://github.com/profjsb/python-seminar/actions
Projects 0 https://github.com/profjsb/python-seminar/projects
Wiki https://github.com/profjsb/python-seminar/wiki
Security Uh oh! There was an error while loading. Please reload this page. https://github.com/profjsb/python-seminar/security
Please reload this pagehttps://github.com/profjsb/python-seminar
Insights https://github.com/profjsb/python-seminar/pulse
Code https://github.com/profjsb/python-seminar
Issues https://github.com/profjsb/python-seminar/issues
Pull requests https://github.com/profjsb/python-seminar/pulls
Actions https://github.com/profjsb/python-seminar/actions
Projects https://github.com/profjsb/python-seminar/projects
Wiki https://github.com/profjsb/python-seminar/wiki
Security https://github.com/profjsb/python-seminar/security
Insights https://github.com/profjsb/python-seminar/pulse
Brancheshttps://github.com/profjsb/python-seminar/branches
Tagshttps://github.com/profjsb/python-seminar/tags
https://github.com/profjsb/python-seminar/branches
https://github.com/profjsb/python-seminar/tags
397 Commitshttps://github.com/profjsb/python-seminar/commits/master/
https://github.com/profjsb/python-seminar/commits/master/
Breakoutshttps://github.com/profjsb/python-seminar/tree/master/Breakouts
Breakoutshttps://github.com/profjsb/python-seminar/tree/master/Breakouts
DataFiles_and_Notebookshttps://github.com/profjsb/python-seminar/tree/master/DataFiles_and_Notebooks
DataFiles_and_Notebookshttps://github.com/profjsb/python-seminar/tree/master/DataFiles_and_Notebooks
Homeworkshttps://github.com/profjsb/python-seminar/tree/master/Homeworks
Homeworkshttps://github.com/profjsb/python-seminar/tree/master/Homeworks
Lectureshttps://github.com/profjsb/python-seminar/tree/master/Lectures
Lectureshttps://github.com/profjsb/python-seminar/tree/master/Lectures
.gitignorehttps://github.com/profjsb/python-seminar/blob/master/.gitignore
.gitignorehttps://github.com/profjsb/python-seminar/blob/master/.gitignore
LICENSEhttps://github.com/profjsb/python-seminar/blob/master/LICENSE
LICENSEhttps://github.com/profjsb/python-seminar/blob/master/LICENSE
README.mdhttps://github.com/profjsb/python-seminar/blob/master/README.md
README.mdhttps://github.com/profjsb/python-seminar/blob/master/README.md
environment.ymlhttps://github.com/profjsb/python-seminar/blob/master/environment.yml
environment.ymlhttps://github.com/profjsb/python-seminar/blob/master/environment.yml
postBuildhttps://github.com/profjsb/python-seminar/blob/master/postBuild
postBuildhttps://github.com/profjsb/python-seminar/blob/master/postBuild
READMEhttps://github.com/profjsb/python-seminar
Licensehttps://github.com/profjsb/python-seminar
https://github.com/profjsb/python-seminar#python-computing-for-data-science
https://mybinder.org/v2/gh/profjsb/python-seminar/master
https://github.com/profjsb/python-seminar#a-graduate-seminar-course-at-uc-berkeley-ay-250
https://github.com/profjsb/python-seminar#campbell-hall-monday-410---700-pm-spring-2022
https://github.com/profjsb/python-seminar#synopsis
Pythonhttp://python.org
superglue language for modern scientific computinghttp://www.reddit.com/r/Python/comments/y9rku/astrophysicist_joshua_bloom_on_python_as_super/
Python Bootcamphttp://www.pythonbootcamp.info
follow the stepshttps://sites.google.com/site/pythonbootcamp/preparation/software
Anaconda 3-2021-* distributionhttps://www.anaconda.com/products/individual
https://github.com/profjsb/python-seminar#course-schedule
https://mybinder.org/v2/gh/profjsb/python-seminar/master?filepath=DataFiles_and_Notebooks%2F03_Numpy_Scipy_Stats%2FNumpyIntro.ipynb
1.3http://www.scipy-lectures.org/intro/numpy/index.html
1.5http://www.scipy-lectures.org/intro/scipy.html
2.2http://www.scipy-lectures.org/advanced/advanced_numpy/index.html
numpyhttps://hal.inria.fr/inria-00564007/document
McKinneyhttp://shop.oreilly.com/product/0636920023784.do?code=B2S3
Tufte's Visualization bookhttps://www.amazon.com/Visual-Display-Quantitative-Information/dp/0961392142
colormap talk (Scipy 2015)https://www.youtube.com/watch?v=xAoljeRJ3lU
Deep Learning with Kerashttps://www.amazon.com/gp/product/1617296864/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1617296864&linkCode=as2&tag=keras-io-20&linkId=aab94d0b04dccad37de3dffa22699e18
Probabalistic Programming eBookhttp://nbviewer.jupyter.org/github/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/blob/master/Chapter1_Introduction/Ch1_Introduction_PyMC3.ipynb
Stefan van der Walthttps://github.com/stefanv
https://github.com/profjsb/python-seminar#useful-books
Elegant Scipyhttps://learning.oreilly.com/library/view/elegant-scipy/9781491922927/preface01.html
MyBinder Versionhttps://mybinder.org/v2/gh/elegant-scipy/notebooks/master?filepath=index.ipynb
Clean Notebookshttps://github.com/elegant-scipy/notebooks
https://github.com/profjsb/python-seminar#sidebar-concepts
https://github.com/profjsb/python-seminar#workflow
https://github.com/profjsb/python-seminar#contact
joshbloom@berkeley.eduhttps://github.com/profjsb/python-seminar/blob/master/joshbloom@berkeley.edu
ellianna@berkeley.eduhttps://github.com/profjsb/python-seminar/blob/master/ellianna@berkeley.edu
visualization https://github.com/topics/visualization
python https://github.com/topics/python
data-science https://github.com/topics/data-science
machine-learning https://github.com/topics/machine-learning
distributed-computing https://github.com/topics/distributed-computing
Readme https://github.com/profjsb/python-seminar#readme-ov-file
View license https://github.com/profjsb/python-seminar#License-1-ov-file
Please reload this pagehttps://github.com/profjsb/python-seminar
Activityhttps://github.com/profjsb/python-seminar/activity
333 starshttps://github.com/profjsb/python-seminar/stargazers
58 watchinghttps://github.com/profjsb/python-seminar/watchers
161 forkshttps://github.com/profjsb/python-seminar/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fprofjsb%2Fpython-seminar&report=profjsb+%28user%29
Releaseshttps://github.com/profjsb/python-seminar/releases
1 tags https://github.com/profjsb/python-seminar/tags
Packages 0https://github.com/users/profjsb/packages?repo_name=python-seminar
Please reload this pagehttps://github.com/profjsb/python-seminar
Contributors 13https://github.com/profjsb/python-seminar/graphs/contributors
Please reload this pagehttps://github.com/profjsb/python-seminar
Jupyter Notebook 97.5% https://github.com/profjsb/python-seminar/search?l=jupyter-notebook
TeX 2.0% https://github.com/profjsb/python-seminar/search?l=tex
Python 0.4% https://github.com/profjsb/python-seminar/search?l=python
HTML 0.1% https://github.com/profjsb/python-seminar/search?l=html
CSS 0.0% https://github.com/profjsb/python-seminar/search?l=css
Cython 0.0% https://github.com/profjsb/python-seminar/search?l=cython
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.