René's URL Explorer Experiment


Title: GitHub - happyrabbit/IntroDataScience: Book: Pratitioner's Guide to Data Science (https://scientistcafe.com/ids/)

Open Graph Title: GitHub - happyrabbit/IntroDataScience: Book: Pratitioner's Guide to Data Science (https://scientistcafe.com/ids/)

X Title: GitHub - happyrabbit/IntroDataScience: Book: Pratitioner's Guide to Data Science (https://scientistcafe.com/ids/)

Description: Book: Pratitioner's Guide to Data Science (https://scientistcafe.com/ids/) - happyrabbit/IntroDataScience

Open Graph Description: Book: Pratitioner's Guide to Data Science (https://scientistcafe.com/ids/) - happyrabbit/IntroDataScience

X Description: Book: Pratitioner's Guide to Data Science (https://scientistcafe.com/ids/) - happyrabbit/IntroDataScience

Opengraph URL: https://github.com/happyrabbit/IntroDataScience

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:d68a2d2d-046f-bf34-a051-be0ba4bd480c
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id9208:37CBB2:1BF98CF:24EF7AC:696EE45A
html-safe-noncec16440149ef90e10234e6633495c06d1831facf2421a85b407a1ad7d8e5833be
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI5MjA4OjM3Q0JCMjoxQkY5OENGOjI0RUY3QUM6Njk2RUU0NUEiLCJ2aXNpdG9yX2lkIjoiNDM2MTI2MjY2NzkzMzIxNTYyIiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmace71c98712eceedf2b00319b0454e6b15096c21980e336323c95067e0eb854e63
hovercard-subject-tagrepository:100793651
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/happyrabbit/IntroDataScience
twitter:imagehttps://opengraph.githubassets.com/61e10c6f0f96288cca93ef5ce712a9948980931b07ea4820ed1cdb87284721cd/happyrabbit/IntroDataScience
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/61e10c6f0f96288cca93ef5ce712a9948980931b07ea4820ed1cdb87284721cd/happyrabbit/IntroDataScience
og:image:altBook: Pratitioner's Guide to Data Science (https://scientistcafe.com/ids/) - happyrabbit/IntroDataScience
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Noneb278ad162d35332b6de714dfb005de04386c4d92df6475522bef910f491a35ee
turbo-cache-controlno-preview
go-importgithub.com/happyrabbit/IntroDataScience git https://github.com/happyrabbit/IntroDataScience.git
octolytics-dimension-user_id1206510
octolytics-dimension-user_loginhappyrabbit
octolytics-dimension-repository_id100793651
octolytics-dimension-repository_nwohappyrabbit/IntroDataScience
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id100793651
octolytics-dimension-repository_network_root_nwohappyrabbit/IntroDataScience
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
release39aed5006635ab6f45e6b77d23e73b08a00272a3
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fhappyrabbit%2FIntroDataScience
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://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fhappyrabbit%2FIntroDataScience
Sign up https://patch-diff.githubusercontent.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=happyrabbit%2FIntroDataScience
Reloadhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience
Reloadhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience
Reloadhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience
happyrabbit https://patch-diff.githubusercontent.com/happyrabbit
IntroDataSciencehttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fhappyrabbit%2FIntroDataScience
Fork 19 https://patch-diff.githubusercontent.com/login?return_to=%2Fhappyrabbit%2FIntroDataScience
Star 42 https://patch-diff.githubusercontent.com/login?return_to=%2Fhappyrabbit%2FIntroDataScience
https://scientistcafe.com/ids/https://scientistcafe.com/ids/
CC0-1.0 license https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/LICENSE
42 stars https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/stargazers
19 forks https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/forks
Branches https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/branches
Tags https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/tags
Activity https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fhappyrabbit%2FIntroDataScience
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fhappyrabbit%2FIntroDataScience
Code https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience
Issues 7 https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/issues
Pull requests 0 https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/pulls
Actions https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/actions
Projects 0 https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/projects
Security Uh oh! There was an error while loading. Please reload this page. https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/security
Please reload this pagehttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience
Insights https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/pulse
Code https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience
Issues https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/issues
Pull requests https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/pulls
Actions https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/actions
Projects https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/projects
Security https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/security
Insights https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/pulse
Brancheshttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/branches
Tagshttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/tags
https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/branches
https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/tags
446 Commitshttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/commits/master/
https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/commits/master/
BackUphttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/tree/master/BackUp
BackUphttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/tree/master/BackUp
Datahttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/tree/master/Data
Datahttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/tree/master/Data
Pythonhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/tree/master/Python
Pythonhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/tree/master/Python
Rhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/tree/master/R
Rhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/tree/master/R
_bookdown_files/IDS_fileshttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/tree/master/_bookdown_files/IDS_files
_bookdown_files/IDS_fileshttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/tree/master/_bookdown_files/IDS_files
csshttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/tree/master/css
csshttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/tree/master/css
imageshttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/tree/master/images
imageshttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/tree/master/images
latexhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/tree/master/latex
latexhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/tree/master/latex
.DS_Storehttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/.DS_Store
.DS_Storehttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/.DS_Store
.RDatahttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/.RData
.RDatahttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/.RData
.gitignorehttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/.gitignore
01-Introduction.Rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/01-Introduction.Rmd
01-Introduction.Rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/01-Introduction.Rmd
02-SoftSkills.Rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/02-SoftSkills.Rmd
02-SoftSkills.Rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/02-SoftSkills.Rmd
03-Dataset.Rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/03-Dataset.Rmd
03-Dataset.Rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/03-Dataset.Rmd
04-BigDataCloudPlatform.Rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/04-BigDataCloudPlatform.Rmd
04-BigDataCloudPlatform.Rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/04-BigDataCloudPlatform.Rmd
05-DataPreprocessing.Rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/05-DataPreprocessing.Rmd
05-DataPreprocessing.Rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/05-DataPreprocessing.Rmd
06-DataWrangling.Rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/06-DataWrangling.Rmd
06-DataWrangling.Rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/06-DataWrangling.Rmd
07-ModelTuning.Rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/07-ModelTuning.Rmd
07-ModelTuning.Rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/07-ModelTuning.Rmd
08-MeasurePerformance.Rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/08-MeasurePerformance.Rmd
08-MeasurePerformance.Rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/08-MeasurePerformance.Rmd
09-Regression.Rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/09-Regression.Rmd
09-Regression.Rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/09-Regression.Rmd
10-Regularization.Rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/10-Regularization.Rmd
10-Regularization.Rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/10-Regularization.Rmd
11-tree.Rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/11-tree.Rmd
11-tree.Rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/11-tree.Rmd
12-DeepLearning.Rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/12-DeepLearning.Rmd
12-DeepLearning.Rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/12-DeepLearning.Rmd
19-Appendix.Rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/19-Appendix.Rmd
19-Appendix.Rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/19-Appendix.Rmd
20-Reference.Rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/20-Reference.Rmd
20-Reference.Rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/20-Reference.Rmd
CONDUCT.mdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/CONDUCT.md
CONDUCT.mdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/CONDUCT.md
IDS.Rprojhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/IDS.Rproj
IDS.Rprojhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/IDS.Rproj
IDS.loghttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/IDS.log
IDS.loghttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/IDS.log
LICENSEhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/LICENSE
LICENSEhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/LICENSE
README.mdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/README.md
README.mdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/README.md
_bookdown.ymlhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/_bookdown.yml
_bookdown.ymlhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/_bookdown.yml
_output.ymlhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/_output.yml
_output.ymlhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/_output.yml
advances-in-computational-mathematics.cslhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/advances-in-computational-mathematics.csl
advances-in-computational-mathematics.cslhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/advances-in-computational-mathematics.csl
bibliography.bibhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/bibliography.bib
bibliography.bibhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/bibliography.bib
index.rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/index.rmd
index.rmdhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/index.rmd
krantz.clshttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/krantz.cls
krantz.clshttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/blob/master/krantz.cls
READMEhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience
CC0-1.0 licensehttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience
herehttp://scientistcafe.com/IDS/
Amazonhttps://www.amazon.com/Practitioners-Guide-Data-Science-Chapman/dp/0815354398/ref=tmm_pap_swatch_0?_encoding=UTF8&qid=&sr=
Routledgehttps://www.routledge.com/Practitioners-Guide-to-Data-Science/Lin-Li/p/book/9780815354390
https://camo.githubusercontent.com/326a57f72522377fc72df381ec01febcabc8adcedbae88c352bb3ec1d82264ce/68747470733a2f2f736369656e74697374636166652e636f6d2f6964732f636f7665722e706e67
Contributor Code of Conducthttps://github.com/happyrabbit/IntroDataScience/blob/master/CONDUCT.md
CC-BY-NC-SA licensehttps://creativecommons.org/licenses/by-nc-sa/3.0/us/
pull requesthttps://github.com/happyrabbit/IntroDataScience/issues
https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience#goal-of-the-book
htmlhttps://scientistcafe.com/ids/r/ch4
rmdhttps://raw.githubusercontent.com/happyrabbit/linhui.org/gh-pages/IDS/R/Ch4.Rmd
Create Spark Datahttps://github.com/happyrabbit/IntroDataScience/blob/master/Python/LoadDatasetSpark.ipynb
pyspark Notebookhttps://github.com/happyrabbit/IntroDataScience/blob/master/Python/PysparkETL.ipynb
htmlhttps://scientistcafe.com/ids/r/ch5
rmdhttps://raw.githubusercontent.com/happyrabbit/linhui.org/gh-pages/IDS/R/Ch5.Rmd
Notebookhttps://github.com/happyrabbit/IntroDataScience/blob/master/Python/DataPreprocessing.ipynb
htmlhttps://scientistcafe.com/ids/r/ch6
rmdhttps://raw.githubusercontent.com/happyrabbit/linhui.org/gh-pages/IDS/R/Ch6.Rmd
Notebookhttps://github.com/happyrabbit/IntroDataScience/blob/master/Python/DataWrangling.ipynb
htmlhttps://scientistcafe.com/ids/r/ch7
rmdhttps://raw.githubusercontent.com/happyrabbit/linhui.org/gh-pages/IDS/R/Ch7.Rmd
Notebookhttps://github.com/happyrabbit/IntroDataScience/blob/master/Python/Model_Tuning_Strategy.ipynb
htmlhttps://scientistcafe.com/ids/r/ch8
rmdhttps://raw.githubusercontent.com/happyrabbit/linhui.org/gh-pages/IDS/R/Ch8.Rmd
Notebookhttps://github.com/happyrabbit/IntroDataScience/blob/master/Python/Measuring_Performance.ipynb
htmlhttps://scientistcafe.com/ids/r/ch9
rmdhttps://raw.githubusercontent.com/happyrabbit/linhui.org/gh-pages/IDS/R/Ch9.Rmd
Notebookhttps://github.com/happyrabbit/IntroDataScience/blob/master/Python/Regression_Models.ipynb
htmlhttps://scientistcafe.com/ids/r/ch10
rmdhttps://raw.githubusercontent.com/happyrabbit/linhui.org/gh-pages/IDS/R/ch10.Rmd
Notebookhttps://github.com/happyrabbit/IntroDataScience/blob/master/Python/Regularization_Methods.ipynb
htmlhttps://scientistcafe.com/ids/r/ch11
rmdhttps://raw.githubusercontent.com/happyrabbit/linhui.org/gh-pages/IDS/R/ch11.Rmd
Notebookhttps://github.com/happyrabbit/IntroDataScience/blob/master/Python/TreeBasedModels.ipynb
DNNhttps://scientistcafe.com/ids/r/ch12dnn
CNNhttps://scientistcafe.com/ids/r/ch12cnn
RNNhttps://scientistcafe.com/ids/r/ch12rnn
DNNhttps://raw.githubusercontent.com/happyrabbit/linhui.org/gh-pages/IDS/R/Ch12DNN.Rmd
CNNhttps://raw.githubusercontent.com/happyrabbit/linhui.org/gh-pages/IDS/R/Ch12CNN.Rmd
RNNhttps://raw.githubusercontent.com/happyrabbit/linhui.org/gh-pages/IDS/R/Ch12RNN.Rmd
DNNhttps://github.com/happyrabbit/IntroDataScience/blob/master/Python/FFNN.ipynb
CNNhttps://github.com/happyrabbit/IntroDataScience/blob/master/Python/CNN.ipynb
RNNhttps://github.com/happyrabbit/IntroDataScience/blob/master/Python/RNN.ipynb
Tokenizing and Paddinghttps://github.com/happyrabbit/IntroDataScience/blob/master/Python/TokenizingPadding.ipynb
MINST with one hidden layer: step by stephttps://github.com/happyrabbit/IntroDataScience/blob/master/Python/MINST_with_one_hidden_layer.ipynb
https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience#how-to-run-r-and-python-code
Chapter 4https://scientistcafe.com/ids/bigdatacloudplatform.html
big data and cloud platformshttps://scientistcafe.com/ids/bigdatacloudplatform.html
section 4.3https://scientistcafe.com/ids/cloudenvironment
section 4.3https://scientistcafe.com/ids/cloudenvironment
https://raw.githubusercontent.com/happyrabbit/DataScientistR/master/Data/SegData.csvhttps://raw.githubusercontent.com/happyrabbit/DataScientistR/master/Data/SegData.csv
http://bit.ly/2P5gTw4http://bit.ly/2P5gTw4
https://raw.githubusercontent.com/happyrabbit/DataScientistR/master/Data/AirlineRating.csvhttps://raw.githubusercontent.com/happyrabbit/DataScientistR/master/Data/AirlineRating.csv
http://bit.ly/2TNQ6TKhttp://bit.ly/2TNQ6TK
https://raw.githubusercontent.com/happyrabbit/DataScientistR/master/Data/sim1_da1.csvhttps://raw.githubusercontent.com/happyrabbit/DataScientistR/master/Data/sim1_da1.csv
http://bit.ly/2KXb1Qihttp://bit.ly/2KXb1Qi
https://raw.githubusercontent.com/happyrabbit/DataScientistR/master/Data/topic.csvhttps://raw.githubusercontent.com/happyrabbit/DataScientistR/master/Data/topic.csv
http://bit.ly/2zam5nyhttp://bit.ly/2zam5ny
https://scientistcafe.com/ids/https://scientistcafe.com/ids/
Readme https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience#readme-ov-file
CC0-1.0 license https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience#CC0-1.0-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience
Activityhttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/activity
42 starshttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/stargazers
4 watchinghttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/watchers
19 forkshttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fhappyrabbit%2FIntroDataScience&report=happyrabbit+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/releases
Packages 0https://patch-diff.githubusercontent.com/users/happyrabbit/packages?repo_name=IntroDataScience
Please reload this pagehttps://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience
Contributors 2https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/graphs/contributors
https://github.com/happyrabbit
happyrabbit Hui Lin https://github.com/happyrabbit
https://github.com/ALShum
ALShum Alex https://github.com/ALShum
Jupyter Notebook 67.9% https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/search?l=jupyter-notebook
HTML 28.3% https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/search?l=html
TeX 3.7% https://patch-diff.githubusercontent.com/happyrabbit/IntroDataScience/search?l=tex
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.