René's URL Explorer Experiment


Title: GitHub - ghim/practical-machine-learning-with-python: Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

Open Graph Title: GitHub - ghim/practical-machine-learning-with-python: Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

X Title: GitHub - ghim/practical-machine-learning-with-python: Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

Description: Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system. - ghim/practical-machine-learning-with-python

Open Graph Description: Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system. - ...

X Description: Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system. - ...

Opengraph URL: https://github.com/ghim/practical-machine-learning-with-python

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:a739de3b-2513-f32e-b89a-3ecedcb8676e
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idB23C:4FC34:1FC8CF8:2A4EB0D:69815DBA
html-safe-nonce4bb66726c7e7c9ae6113da4ecdcdf4e4dccfaf170359c5c20514a4645ee05022
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJCMjNDOjRGQzM0OjFGQzhDRjg6MkE0RUIwRDo2OTgxNURCQSIsInZpc2l0b3JfaWQiOiI1MDc2ODkyMzQ0ODQ2OTk4OTcwIiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac09a727f3325abc8c2fdafa382ba6491b56d9ab65e166da5dfc8eaba6a8b5fa6a
hovercard-subject-tagrepository:119379817
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/ghim/practical-machine-learning-with-python
twitter:imagehttps://opengraph.githubassets.com/441d7bd6a40a25b88a0bf55284ab5dd7d93b16d439328aa0dd3c132b8cd74344/ghim/practical-machine-learning-with-python
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/441d7bd6a40a25b88a0bf55284ab5dd7d93b16d439328aa0dd3c132b8cd74344/ghim/practical-machine-learning-with-python
og:image:altMaster the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system. - ...
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Nonee137814e266030874fd2c86863529d0622b13889eeda04148c57654b6ea84ad6
turbo-cache-controlno-preview
go-importgithub.com/ghim/practical-machine-learning-with-python git https://github.com/ghim/practical-machine-learning-with-python.git
octolytics-dimension-user_id1926148
octolytics-dimension-user_loginghim
octolytics-dimension-repository_id119379817
octolytics-dimension-repository_nwoghim/practical-machine-learning-with-python
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id98725685
octolytics-dimension-repository_parent_nwodipanjanS/practical-machine-learning-with-python
octolytics-dimension-repository_network_root_id98725685
octolytics-dimension-repository_network_root_nwodipanjanS/practical-machine-learning-with-python
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
releaseac5d0ac5757d6140ccfa217c1ba554cd2d0b51b1
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fghim%2Fpractical-machine-learning-with-python
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%2Fghim%2Fpractical-machine-learning-with-python
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=ghim%2Fpractical-machine-learning-with-python
Reloadhttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python
Reloadhttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python
Reloadhttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python
ghim https://patch-diff.githubusercontent.com/ghim
practical-machine-learning-with-pythonhttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python
dipanjanS/practical-machine-learning-with-pythonhttps://patch-diff.githubusercontent.com/dipanjanS/practical-machine-learning-with-python
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fghim%2Fpractical-machine-learning-with-python
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fghim%2Fpractical-machine-learning-with-python
Star 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fghim%2Fpractical-machine-learning-with-python
Apache-2.0 license https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/blob/master/LICENSE
0 stars https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/stargazers
1.7k forks https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/forks
Branches https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/branches
Tags https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/tags
Activity https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fghim%2Fpractical-machine-learning-with-python
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fghim%2Fpractical-machine-learning-with-python
Code https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python
Pull requests 0 https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/pulls
Actions https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/actions
Projects 0 https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/projects
Wiki https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/wiki
Security 0 https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/security
Insights https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/pulse
Code https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python
Pull requests https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/pulls
Actions https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/actions
Projects https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/projects
Wiki https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/wiki
Security https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/security
Insights https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/pulse
Brancheshttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/branches
Tagshttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/tags
https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/branches
https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/tags
123 Commitshttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/commits/master/
https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/commits/master/
bonus contenthttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/tree/master/bonus%20content
bonus contenthttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/tree/master/bonus%20content
book figureshttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/tree/master/book%20figures
book figureshttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/tree/master/book%20figures
mediahttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/tree/master/media
mediahttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/tree/master/media
notebookshttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/tree/master/notebooks
notebookshttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/tree/master/notebooks
.gitattributeshttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/blob/master/.gitattributes
.gitattributeshttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/blob/master/.gitattributes
.gitignorehttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/blob/master/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/blob/master/.gitignore
LICENSEhttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/blob/master/LICENSE
LICENSEhttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/blob/master/LICENSE
README.mdhttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/blob/master/README.md
README.mdhttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/blob/master/README.md
READMEhttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python
Apache-2.0 licensehttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python
https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python#practical-machine-learning-with-python
https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python#a-problem-solvers-guide-to-building-real-world-intelligent-systems
"Practical Machine Learning with Python"https://github.com/dipanjanS/practical-machine-learning-with-python#contents
https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python#get-the-book
https://www.apress.com/us/book/9781484232064
http://www.springer.com/us/book/9781484232064
https://www.amazon.com/Practical-Machine-Learning-Python-Problem-Solvers/dp/1484232062/ref=sr_1_10?ie=UTF8&qid=1513756537&sr=8-10&keywords=practical+machine+learning+with+python
https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python#about-the-book
https://www.amazon.com/Practical-Machine-Learning-Python-Problem-Solvers/dp/1484232062/ref=sr_1_10?ie=UTF8&qid=1513756537&sr=8-10&keywords=practical+machine+learning+with+python
scikit-learnhttp://scikit-learn.org/stable/
pandashttps://pandas.pydata.org/
statsmodelshttp://www.statsmodels.org/stable/index.html
spaCyhttps://spacy.io/
nltkhttp://www.nltk.org/
gensimhttps://radimrehurek.com/gensim/
tensorflowhttps://www.tensorflow.org/
kerashttps://keras.io/
skaterhttps://www.datascience.com/resources/tools/skater
Practical Machine Learning with Pythonhttps://github.com/dipanjanS/practical-machine-learning-with-python#contents
Part 1https://github.com/dipanjanS/practical-machine-learning-with-python#contents
Part 2https://github.com/dipanjanS/practical-machine-learning-with-python#contents
Part 3https://github.com/dipanjanS/practical-machine-learning-with-python#contents
Practical Machine Learning with Pythonhttps://github.com/dipanjanS/practical-machine-learning-with-python#contents
Contentshttps://github.com/dipanjanS/practical-machine-learning-with-python/tree/master/notebooks#book-contents
https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python#contents
Part I: Understanding Machine Learninghttps://github.com/dipanjanS/practical-machine-learning-with-python/tree/master/notebooks#part-i-understanding-machine-learning
Chapter 1: Machine Learning Basicshttps://github.com/dipanjanS/practical-machine-learning-with-python/tree/master/notebooks/Ch01_Machine_Learning_Basics#chapter-1-machine-learning-basics
Chapter 2: The Python Machine Learning Ecosystemhttps://github.com/dipanjanS/practical-machine-learning-with-python/tree/master/notebooks/Ch02_The_Python_ML_Ecosystem#chapter-2-the-python-machine-learning-ecosystem
Part II: The Machine Learning Pipelinehttps://github.com/dipanjanS/practical-machine-learning-with-python/tree/master/notebooks#part-ii-the-machine-learning-pipeline
Chapter 3: Processing, Wrangling and Visualizing Datahttps://github.com/dipanjanS/practical-machine-learning-with-python/tree/master/notebooks/Ch03_Processing_Wrangling_and_Visualizing_Data#chapter-3-processing-wrangling-and-visualizing-data
Chapter 4: Feature Engineering and Selectionhttps://github.com/dipanjanS/practical-machine-learning-with-python/tree/master/notebooks/Ch04_Feature_Engineering_and_Selection#chapter-4-feature-engineering-and-selection
Chapter 5: Building, Tuning and Deploying Modelshttps://github.com/dipanjanS/practical-machine-learning-with-python/tree/master/notebooks/Ch05_Building_Tuning_and_Deploying_Models#chapter-5-building-tuning-and-deploying-models
Part III: Real-World Case Studieshttps://github.com/dipanjanS/practical-machine-learning-with-python/tree/master/notebooks#part-iii-real-world-case-studies
Chapter 6: Analyzing Bike Sharing Trendshttps://github.com/dipanjanS/practical-machine-learning-with-python/tree/master/notebooks/Ch06_Analyzing_Bike_Sharing_Trends#chapter-6-analyzing-bike-sharing-trends
Chapter 7: Analyzing Movie Reviews Sentimenthttps://github.com/dipanjanS/practical-machine-learning-with-python/tree/master/notebooks/Ch07_Analyzing_Movie_Reviews_Sentiment#chapter-7-analyzing-movie-reviews-sentiment
Chapter 8: Customer Segmentation and Effective Cross Sellinghttps://github.com/dipanjanS/practical-machine-learning-with-python/tree/master/notebooks/Ch08_Customer_Segmentation_and_Effective_Cross_Selling#chapter-8-customer-segmentation-and-effective-cross-selling
Chapter 9: Analyzing Wine Types and Qualityhttps://github.com/dipanjanS/practical-machine-learning-with-python/tree/master/notebooks/Ch09_Analyzing_Wine_Types_and_Quality#chapter-9-analyzing-wine-types-and-quality
Chapter 10: Analyzing Music Trends and Recommendationshttps://github.com/dipanjanS/practical-machine-learning-with-python/tree/master/notebooks/Ch10_Analyzing_Music_Trends_and_Recommendations#chapter-10-analyzing-music-trends-and-recommendations
Chapter 11: Forecasting Stock and Commodity Priceshttps://github.com/dipanjanS/practical-machine-learning-with-python/tree/master/notebooks/Ch11_Forecasting_Stock_and_Commodity_Prices#chapter-11-forecasting-stock-and-commodity-prices
Chapter 12: Deep Learning for Computer Visionhttps://github.com/dipanjanS/practical-machine-learning-with-python/tree/master/notebooks/Ch12_Deep_Learning_for_Computer_Vision#chapter-12-deep-learning-for-computer-vision
https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python#what-youll-learn
https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python#powered-by-the-following-frameworks
https://anaconda.org/
http://jupyter.org/
http://www.numpy.org/
https://www.scipy.org/
https://pandas.pydata.org/
http://www.statsmodels.org/stable/index.html
http://docs.python-requests.org/en/master/
http://www.nltk.org/
https://radimrehurek.com/gensim/
https://spacy.io/
http://scikit-learn.org/stable/
https://www.datascience.com/resources/tools/skater
https://facebook.github.io/prophet/
https://keras.io/
https://www.tensorflow.org/
https://matplotlib.org/
https://orange.biolab.si/
https://seaborn.pydata.org/
https://plot.ly/
https://www.crummy.com/software/BeautifulSoup/bs4/doc/
https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python#audience
https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python#acknowledgements
Readme https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python#readme-ov-file
Apache-2.0 license https://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python#Apache-2.0-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python
Activityhttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/activity
0 starshttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/stargazers
1 watchinghttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/watchers
0 forkshttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fghim%2Fpractical-machine-learning-with-python&report=ghim+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/ghim/practical-machine-learning-with-python/releases
Packages 0https://patch-diff.githubusercontent.com/users/ghim/packages?repo_name=practical-machine-learning-with-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.