René's URL Explorer Experiment

Title: GitHub - zsoltika/PythonDataScienceHandbook: Jupyter Notebooks for the Python Data Science Handbook · GitHub

Open Graph Title: GitHub - zsoltika/PythonDataScienceHandbook: Jupyter Notebooks for the Python Data Science Handbook

X Title: GitHub - zsoltika/PythonDataScienceHandbook: Jupyter Notebooks for the Python Data Science Handbook

Description: Jupyter Notebooks for the Python Data Science Handbook - zsoltika/PythonDataScienceHandbook

Open Graph Description: Jupyter Notebooks for the Python Data Science Handbook - zsoltika/PythonDataScienceHandbook

X Description: Jupyter Notebooks for the Python Data Science Handbook - zsoltika/PythonDataScienceHandbook

Opengraph URL: https://github.com/zsoltika/PythonDataScienceHandbook

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:e7f37186-db98-eb03-f8b4-49f35cd20996
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	C648:3C1583:B389AC:B7C5F1:6A4DB892
html-safe-nonce	33f53dee09deda8aababc2d95ff7f3c4725006752b10a8b2a84fd05c98bbc364
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJDNjQ4OjNDMTU4MzpCMzg5QUM6QjdDNUYxOjZBNERCODkyIiwidmlzaXRvcl9pZCI6IjY4ODA0NjQ4ODc1ODkyMjI1NDYiLCJyZWdpb25fZWRnZSI6InNlYSIsInJlZ2lvbl9yZW5kZXIiOiJzZWEifQ==
visitor-hmac	e6d62739821878349e7d356634284409e8573a2678d44848c71dd139ebd78ac8
hovercard-subject-tag	repository:80230462
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/zsoltika/PythonDataScienceHandbook
twitter:image	https://opengraph.githubassets.com/eff343c11ba6dd9030f7569298e0ceaed101247c66308caf1189c846aa04f51d/zsoltika/PythonDataScienceHandbook
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/eff343c11ba6dd9030f7569298e0ceaed101247c66308caf1189c846aa04f51d/zsoltika/PythonDataScienceHandbook
og:image:alt	Jupyter Notebooks for the Python Data Science Handbook - zsoltika/PythonDataScienceHandbook
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	06b8a6144231bf3a234f1c2e9993861e07ce98a905912b114aa386c2d7e84b33
turbo-cache-control	no-cache
go-import	github.com/zsoltika/PythonDataScienceHandbook git https://github.com/zsoltika/PythonDataScienceHandbook.git
octolytics-dimension-user_id	89671
octolytics-dimension-user_login	zsoltika
octolytics-dimension-repository_id	80230462
octolytics-dimension-repository_nwo	zsoltika/PythonDataScienceHandbook
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	65388917
octolytics-dimension-repository_parent_nwo	jakevdp/PythonDataScienceHandbook
octolytics-dimension-repository_network_root_id	65388917
octolytics-dimension-repository_network_root_nwo	jakevdp/PythonDataScienceHandbook
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	32f7b614aca06e6bbd89842b1370df1328264f68
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/zsoltika/PythonDataScienceHandbook#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fzsoltika%2FPythonDataScienceHandbook
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub Copilot appDirect agents from issue to merge	https://github.com/features/ai/github-app
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
View all resources	https://github.com/resources
GitHub SponsorsFund open source developers	https://github.com/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/accelerator
GitHub Stars	https://stars.github.com
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://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%2Fzsoltika%2FPythonDataScienceHandbook
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=zsoltika%2FPythonDataScienceHandbook
Reload	https://github.com/zsoltika/PythonDataScienceHandbook
Reload	https://github.com/zsoltika/PythonDataScienceHandbook
Reload	https://github.com/zsoltika/PythonDataScienceHandbook
zsoltika	https://github.com/zsoltika
PythonDataScienceHandbook	https://github.com/zsoltika/PythonDataScienceHandbook
jakevdp/PythonDataScienceHandbook	https://github.com/jakevdp/PythonDataScienceHandbook
Notifications	https://github.com/login?return_to=%2Fzsoltika%2FPythonDataScienceHandbook
Fork 0	https://github.com/login?return_to=%2Fzsoltika%2FPythonDataScienceHandbook
Star 0	https://github.com/login?return_to=%2Fzsoltika%2FPythonDataScienceHandbook
Code	https://github.com/zsoltika/PythonDataScienceHandbook
Pull requests 0	https://github.com/zsoltika/PythonDataScienceHandbook/pulls
Actions	https://github.com/zsoltika/PythonDataScienceHandbook/actions
Projects	https://github.com/zsoltika/PythonDataScienceHandbook/projects
Wiki	https://github.com/zsoltika/PythonDataScienceHandbook/wiki
Security and quality 0	https://github.com/zsoltika/PythonDataScienceHandbook/security
Insights	https://github.com/zsoltika/PythonDataScienceHandbook/pulse
Code	https://github.com/zsoltika/PythonDataScienceHandbook
Pull requests	https://github.com/zsoltika/PythonDataScienceHandbook/pulls
Actions	https://github.com/zsoltika/PythonDataScienceHandbook/actions
Projects	https://github.com/zsoltika/PythonDataScienceHandbook/projects
Wiki	https://github.com/zsoltika/PythonDataScienceHandbook/wiki
Security and quality	https://github.com/zsoltika/PythonDataScienceHandbook/security
Insights	https://github.com/zsoltika/PythonDataScienceHandbook/pulse
	https://github.com/zsoltika/PythonDataScienceHandbook
Branches	https://github.com/zsoltika/PythonDataScienceHandbook/branches
Tags	https://github.com/zsoltika/PythonDataScienceHandbook/tags
	https://github.com/zsoltika/PythonDataScienceHandbook/branches
	https://github.com/zsoltika/PythonDataScienceHandbook/tags
157 Commits	https://github.com/zsoltika/PythonDataScienceHandbook/commits/master/
	https://github.com/zsoltika/PythonDataScienceHandbook/commits/master/
notebooks	https://github.com/zsoltika/PythonDataScienceHandbook/tree/master/notebooks
notebooks	https://github.com/zsoltika/PythonDataScienceHandbook/tree/master/notebooks
tools	https://github.com/zsoltika/PythonDataScienceHandbook/tree/master/tools
tools	https://github.com/zsoltika/PythonDataScienceHandbook/tree/master/tools
.gitignore	https://github.com/zsoltika/PythonDataScienceHandbook/blob/master/.gitignore
.gitignore	https://github.com/zsoltika/PythonDataScienceHandbook/blob/master/.gitignore
LICENSE-CODE	https://github.com/zsoltika/PythonDataScienceHandbook/blob/master/LICENSE-CODE
LICENSE-CODE	https://github.com/zsoltika/PythonDataScienceHandbook/blob/master/LICENSE-CODE
LICENSE-TEXT	https://github.com/zsoltika/PythonDataScienceHandbook/blob/master/LICENSE-TEXT
LICENSE-TEXT	https://github.com/zsoltika/PythonDataScienceHandbook/blob/master/LICENSE-TEXT
README.md	https://github.com/zsoltika/PythonDataScienceHandbook/blob/master/README.md
README.md	https://github.com/zsoltika/PythonDataScienceHandbook/blob/master/README.md
requirements.txt	https://github.com/zsoltika/PythonDataScienceHandbook/blob/master/requirements.txt
requirements.txt	https://github.com/zsoltika/PythonDataScienceHandbook/blob/master/requirements.txt
README	https://github.com/zsoltika/PythonDataScienceHandbook
MIT license	https://github.com/zsoltika/PythonDataScienceHandbook
License	https://github.com/zsoltika/PythonDataScienceHandbook
	https://github.com/zsoltika/PythonDataScienceHandbook#python-data-science-handbook
Python Data Science Handbook	http://shop.oreilly.com/product/0636920034919.do
	https://github.com/zsoltika/PythonDataScienceHandbook/blob/master/notebooks/figures/PDSH-cover.png
Python Data Science Handbook	http://shop.oreilly.com/product/0636920034919.do
IPython	http://ipython.org
NumPy	http://numpy.org
Pandas	http://pandas.pydata.org
Matplotlib	http://matplotlib.org
Scikit-Learn	http://scikit-learn.org
A Whirlwind Tour of Python	https://github.com/jakevdp/WhirlwindTourOfPython
nbviewer	http://nbviewer.jupyter.org
Table of Contents	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/Index.ipynb
	https://github.com/zsoltika/PythonDataScienceHandbook#table-of-contents
Preface	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/00.00-Preface.ipynb
	https://github.com/zsoltika/PythonDataScienceHandbook#preface
1. IPython: Beyond Normal Python	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/01.00-IPython-Beyond-Normal-Python.ipynb
	https://github.com/zsoltika/PythonDataScienceHandbook#1-ipython-beyond-normal-python
Help and Documentation in IPython	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/01.01-Help-And-Documentation.ipynb
Keyboard Shortcuts in the IPython Shell	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/01.02-Shell-Keyboard-Shortcuts.ipynb
IPython Magic Commands	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/01.03-Magic-Commands.ipynb
Input and Output History	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/01.04-Input-Output-History.ipynb
IPython and Shell Commands	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/01.05-IPython-And-Shell-Commands.ipynb
Errors and Debugging	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/01.06-Errors-and-Debugging.ipynb
Profiling and Timing Code	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/01.07-Timing-and-Profiling.ipynb
More IPython Resources	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/01.08-More-IPython-Resources.ipynb
2. Introduction to NumPy	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/02.00-Introduction-to-NumPy.ipynb
	https://github.com/zsoltika/PythonDataScienceHandbook#2-introduction-to-numpy
Understanding Data Types in Python	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/02.01-Understanding-Data-Types.ipynb
The Basics of NumPy Arrays	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/02.02-The-Basics-Of-NumPy-Arrays.ipynb
Computation on NumPy Arrays: Universal Functions	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/02.03-Computation-on-arrays-ufuncs.ipynb
Aggregations: Min, Max, and Everything In Between	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/02.04-Computation-on-arrays-aggregates.ipynb
Computation on Arrays: Broadcasting	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/02.05-Computation-on-arrays-broadcasting.ipynb
Comparisons, Masks, and Boolean Logic	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/02.06-Boolean-Arrays-and-Masks.ipynb
Fancy Indexing	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/02.07-Fancy-Indexing.ipynb
Sorting Arrays	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/02.08-Sorting.ipynb
Structured Data: NumPy's Structured Arrays	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/02.09-Structured-Data-NumPy.ipynb
3. Data Manipulation with Pandas	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/03.00-Introduction-to-Pandas.ipynb
	https://github.com/zsoltika/PythonDataScienceHandbook#3-data-manipulation-with-pandas
Introducing Pandas Objects	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/03.01-Introducing-Pandas-Objects.ipynb
Data Indexing and Selection	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/03.02-Data-Indexing-and-Selection.ipynb
Operating on Data in Pandas	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/03.03-Operations-in-Pandas.ipynb
Handling Missing Data	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/03.04-Missing-Values.ipynb
Hierarchical Indexing	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/03.05-Hierarchical-Indexing.ipynb
Combining Datasets: Concat and Append	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/03.06-Concat-And-Append.ipynb
Combining Datasets: Merge and Join	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/03.07-Merge-and-Join.ipynb
Aggregation and Grouping	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/03.08-Aggregation-and-Grouping.ipynb
Pivot Tables	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/03.09-Pivot-Tables.ipynb
Vectorized String Operations	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/03.10-Working-With-Strings.ipynb
Working with Time Series	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/03.11-Working-with-Time-Series.ipynb
High-Performance Pandas: eval() and query()	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/03.12-Performance-Eval-and-Query.ipynb
Further Resources	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/03.13-Further-Resources.ipynb
4. Visualization with Matplotlib	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/04.00-Introduction-To-Matplotlib.ipynb
	https://github.com/zsoltika/PythonDataScienceHandbook#4-visualization-with-matplotlib
Simple Line Plots	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/04.01-Simple-Line-Plots.ipynb
Simple Scatter Plots	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/04.02-Simple-Scatter-Plots.ipynb
Visualizing Errors	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/04.03-Errorbars.ipynb
Density and Contour Plots	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/04.04-Density-and-Contour-Plots.ipynb
Histograms, Binnings, and Density	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/04.05-Histograms-and-Binnings.ipynb
Customizing Plot Legends	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/04.06-Customizing-Legends.ipynb
Customizing Colorbars	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/04.07-Customizing-Colorbars.ipynb
Multiple Subplots	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/04.08-Multiple-Subplots.ipynb
Text and Annotation	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/04.09-Text-and-Annotation.ipynb
Customizing Ticks	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/04.10-Customizing-Ticks.ipynb
Customizing Matplotlib: Configurations and Stylesheets	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/04.11-Settings-and-Stylesheets.ipynb
Three-Dimensional Plotting in Matplotlib	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/04.12-Three-Dimensional-Plotting.ipynb
Geographic Data with Basemap	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/04.13-Geographic-Data-With-Basemap.ipynb
Visualization with Seaborn	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/04.14-Visualization-With-Seaborn.ipynb
Further Resources	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/04.15-Further-Resources.ipynb
5. Machine Learning	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/05.00-Machine-Learning.ipynb
	https://github.com/zsoltika/PythonDataScienceHandbook#5-machine-learning
What Is Machine Learning?	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/05.01-What-Is-Machine-Learning.ipynb
Introducing Scikit-Learn	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/05.02-Introducing-Scikit-Learn.ipynb
Hyperparameters and Model Validation	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/05.03-Hyperparameters-and-Model-Validation.ipynb
Feature Engineering	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/05.04-Feature-Engineering.ipynb
In-Depth: Naive Bayes Classification	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/05.05-Naive-Bayes.ipynb
In-Depth: Linear Regression	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/05.06-Linear-Regression.ipynb
In-Depth: Support Vector Machines	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/05.07-Support-Vector-Machines.ipynb
In-Depth: Decision Trees and Random Forests	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/05.08-Random-Forests.ipynb
In-Depth: Principal Component Analysis	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/05.09-Principal-Component-Analysis.ipynb
In-Depth: Manifold Learning	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/05.10-Manifold-Learning.ipynb
In-Depth: k-Means Clustering	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/05.11-K-Means.ipynb
In-Depth: Gaussian Mixture Models	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/05.12-Gaussian-Mixtures.ipynb
In-Depth: Kernel Density Estimation	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/05.13-Kernel-Density-Estimation.ipynb
Application: A Face Detection Pipeline	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/05.14-Image-Features.ipynb
Further Machine Learning Resources	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/05.15-Learning-More.ipynb
Appendix: Figure Code	http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/06.00-Figure-Code.ipynb
	https://github.com/zsoltika/PythonDataScienceHandbook#appendix-figure-code
	https://github.com/zsoltika/PythonDataScienceHandbook#required-packages
requirements.txt	https://github.com/zsoltika/PythonDataScienceHandbook/blob/master/requirements.txt
conda	http://conda.pydata.org
Managing Environments	http://conda.pydata.org/docs/using/envs.html
	https://github.com/zsoltika/PythonDataScienceHandbook#license
	https://github.com/zsoltika/PythonDataScienceHandbook#code
MIT license	https://github.com/zsoltika/PythonDataScienceHandbook/blob/master/LICENSE-CODE
Open Source Initiative	https://opensource.org/licenses/MIT
	https://github.com/zsoltika/PythonDataScienceHandbook#text
CC-BY-NC-ND license	https://github.com/zsoltika/PythonDataScienceHandbook/blob/master/LICENSE-TEXT
Creative Commons	https://creativecommons.org/licenses/by-nc-nd/3.0/us/legalcode
Readme	https://github.com/zsoltika/PythonDataScienceHandbook#readme-ov-file
MIT LICENSE-CODE	https://github.com/zsoltika/PythonDataScienceHandbook/blob/master/LICENSE-CODE
Unknown LICENSE-TEXT	https://github.com/zsoltika/PythonDataScienceHandbook/blob/master/LICENSE-TEXT
Please reload this page	https://github.com/zsoltika/PythonDataScienceHandbook
Activity	https://github.com/zsoltika/PythonDataScienceHandbook/activity
0 forks	https://github.com/zsoltika/PythonDataScienceHandbook/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fzsoltika%2FPythonDataScienceHandbook&report=zsoltika+%28user%29
Releases	https://github.com/zsoltika/PythonDataScienceHandbook/releases
Packages 0	https://github.com/users/zsoltika/packages?repo_name=PythonDataScienceHandbook
Please reload this page	https://github.com/zsoltika/PythonDataScienceHandbook
Contributors	https://github.com/zsoltika/PythonDataScienceHandbook/graphs/contributors
Please reload this page	https://github.com/zsoltika/PythonDataScienceHandbook
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.