René's URL Explorer Experiment

Title: GitHub - NetHead21/python_object_oriented_programming: My notes from the book Python Object-Oriented Programming by Steven Lott and Dusty Phillips

Open Graph Title: GitHub - NetHead21/python_object_oriented_programming: My notes from the book Python Object-Oriented Programming by Steven Lott and Dusty Phillips

X Title: GitHub - NetHead21/python_object_oriented_programming: My notes from the book Python Object-Oriented Programming by Steven Lott and Dusty Phillips

Description: My notes from the book Python Object-Oriented Programming by Steven Lott and Dusty Phillips - NetHead21/python_object_oriented_programming

Open Graph Description: My notes from the book Python Object-Oriented Programming by Steven Lott and Dusty Phillips - NetHead21/python_object_oriented_programming

X Description: My notes from the book Python Object-Oriented Programming by Steven Lott and Dusty Phillips - NetHead21/python_object_oriented_programming

Opengraph URL: https://github.com/NetHead21/python_object_oriented_programming

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:02c08c17-68b3-bb52-0481-e83cfebeb27c
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	A786:74018:229C4A3:2DF369F:6971B71E
html-safe-nonce	d86969ad57202851fae1c439ec96d48f34f6c50fbcf13070c383abb6c4d91498
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBNzg2Ojc0MDE4OjIyOUM0QTM6MkRGMzY5Rjo2OTcxQjcxRSIsInZpc2l0b3JfaWQiOiI1MDg1Mzc5NTIyMzQ1NDE2NDc4IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac	266f45dbbe18bd2da2c8248b19fbd826c2efa21cc317dbcc1d4b86751858d322
hovercard-subject-tag	repository:970314312
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/NetHead21/python_object_oriented_programming
twitter:image	https://opengraph.githubassets.com/1635312812b928815a2798b267ec194aaf420d4143265a39860dc30b97d63a4c/NetHead21/python_object_oriented_programming
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/1635312812b928815a2798b267ec194aaf420d4143265a39860dc30b97d63a4c/NetHead21/python_object_oriented_programming
og:image:alt	My notes from the book Python Object-Oriented Programming by Steven Lott and Dusty Phillips - NetHead21/python_object_oriented_programming
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	c3b677fea7de290a6c0d1c9ccd6c9909b6a527cf8ee079649e09dc78092d24f1
turbo-cache-control	no-preview
go-import	github.com/NetHead21/python_object_oriented_programming git https://github.com/NetHead21/python_object_oriented_programming.git
octolytics-dimension-user_id	5222546
octolytics-dimension-user_login	NetHead21
octolytics-dimension-repository_id	970314312
octolytics-dimension-repository_nwo	NetHead21/python_object_oriented_programming
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	false
octolytics-dimension-repository_network_root_id	970314312
octolytics-dimension-repository_network_root_nwo	NetHead21/python_object_oriented_programming
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	29d7fcca69cafb91ec8a596aaf222fd46e9bc934
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#start-of-content
	https://patch-diff.githubusercontent.com/
Sign in	https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FNetHead21%2Fpython_object_oriented_programming
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub SparkBuild and deploy intelligent apps	https://github.com/features/spark
GitHub ModelsManage and compare prompts	https://github.com/features/models
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
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
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://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FNetHead21%2Fpython_object_oriented_programming
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=NetHead21%2Fpython_object_oriented_programming
Reload	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming
Reload	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming
Reload	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming
NetHead21	https://patch-diff.githubusercontent.com/NetHead21
python_object_oriented_programming	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2FNetHead21%2Fpython_object_oriented_programming
Fork 0	https://patch-diff.githubusercontent.com/login?return_to=%2FNetHead21%2Fpython_object_oriented_programming
Star 0	https://patch-diff.githubusercontent.com/login?return_to=%2FNetHead21%2Fpython_object_oriented_programming
0 stars	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/stargazers
0 forks	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/forks
Branches	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/branches
Tags	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/tags
Activity	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/activity
Star	https://patch-diff.githubusercontent.com/login?return_to=%2FNetHead21%2Fpython_object_oriented_programming
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2FNetHead21%2Fpython_object_oriented_programming
Code	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming
Issues 0	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/issues
Pull requests 0	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/pulls
Actions	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/actions
Projects 0	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/projects
Security Uh oh! There was an error while loading. Please reload this page.	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/security
Please reload this page	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming
Insights	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/pulse
Code	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming
Issues	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/issues
Pull requests	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/pulls
Actions	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/actions
Projects	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/projects
Security	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/security
Insights	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/pulse
Branches	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/branches
Tags	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/tags
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/branches
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/tags
3,933 Commits	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/commits/main/
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/commits/main/
ch10	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/tree/main/ch10
ch10	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/tree/main/ch10
ch11	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/tree/main/ch11
ch11	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/tree/main/ch11
ch12	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/tree/main/ch12
ch12	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/tree/main/ch12
ch13	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/tree/main/ch13
ch13	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/tree/main/ch13
ch14	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/tree/main/ch14
ch14	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/tree/main/ch14
ch8	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/tree/main/ch8
ch8	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/tree/main/ch8
ch9	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/tree/main/ch9
ch9	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/tree/main/ch9
exceptions	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/tree/main/exceptions
exceptions	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/tree/main/exceptions
.gitignore	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/.gitignore
.gitignore	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/.gitignore
.python-version	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/.python-version
.python-version	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/.python-version
NorwegianBlue.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/NorwegianBlue.py
NorwegianBlue.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/NorwegianBlue.py
README.md	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/README.md
README.md	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/README.md
archive_tweaker.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/archive_tweaker.py
archive_tweaker.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/archive_tweaker.py
audio_file.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/audio_file.py
audio_file.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/audio_file.py
average_list.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/average_list.py
average_list.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/average_list.py
circle.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/circle.py
circle.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/circle.py
collection_data_structures.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/collection_data_structures.py
collection_data_structures.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/collection_data_structures.py
color.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/color.py
color.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/color.py
contact.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/contact.py
contact.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/contact.py
diamond_inheritance.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/diamond_inheritance.py
diamond_inheritance.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/diamond_inheritance.py
diamond_inheritance_s.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/diamond_inheritance_s.py
diamond_inheritance_s.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/diamond_inheritance_s.py
dice.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/dice.py
dice.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/dice.py
dict_ext.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/dict_ext.py
dict_ext.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/dict_ext.py
functions.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/functions.py
functions.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/functions.py
lists.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/lists.py
lists.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/lists.py
long_name_dict.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/long_name_dict.py
long_name_dict.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/long_name_dict.py
lookup_mapping.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/lookup_mapping.py
lookup_mapping.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/lookup_mapping.py
main.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/main.py
main.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/main.py
perimeter_functional.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/perimeter_functional.py
perimeter_functional.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/perimeter_functional.py
perimeter_oop.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/perimeter_oop.py
perimeter_oop.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/perimeter_oop.py
pyproject.toml	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/pyproject.toml
pyproject.toml	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/pyproject.toml
test.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/test.py
test.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/test.py
text_tweaker.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/text_tweaker.py
text_tweaker.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/text_tweaker.py
uv.lock	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/uv.lock
uv.lock	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/uv.lock
webpage.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/webpage.py
webpage.py	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/webpage.py
README	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#python-object-oriented-programming---comprehensive-implementation-guide
	https://python.org
	https://github.com/psf/black
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/LICENSE
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#-table-of-contents
Overview	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#overview
Project Structure	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#project-structure
Key Features	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#key-features
Design Patterns Implemented	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#design-patterns-implemented
Chapter Organization	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#chapter-organization
Installation & Setup	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#installation--setup
Usage Examples	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#usage-examples
Educational Resources	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#educational-resources
Advanced Topics	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#advanced-topics
Testing	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#testing
Contributing	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#contributing
License	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#license
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#-overview
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#-what-makes-this-repository-special
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#️-project-structure
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#-key-features
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#-design-pattern-implementations
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#creational-patterns
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#structural-patterns
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#behavioral-patterns
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#-advanced-oop-concepts
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#-performance-optimizations
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#-design-patterns-implemented
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#-chapter-organization
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#chapter-8-exception-handling--robustness
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#chapter-9-file-io--data-serialization
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#chapter-10-iterators--functional-programming
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#chapter-11-core-design-patterns
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#chapter-12-advanced-patterns--optimization
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#chapter-13-testing--test-driven-development
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#chapter-14-concurrency--parallelism
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#️-installation--setup
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#prerequisites
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#clone-repository
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#install-dependencies
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#verify-installation
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#-usage-examples
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#design-pattern-usage
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#abstract-factory-pattern
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#memory-efficient-gps-processing
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#singleton-pattern-implementation
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#advanced-oop-features
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#magic-methods-implementation
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#strategy-pattern-functional-vs-oop
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#statistical-analysis-with-none-handling
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#redis-backed-flight-tracking
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#concurrent-code-analysis
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#asyncio-fundamentals
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#multiprocessing-directory-search
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#-educational-resources
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#comprehensive-guides
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#code-documentation
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#learning-path-recommendations
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#beginner-path
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#intermediate-path
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#advanced-path
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#-testing
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#comprehensive-test-coverage
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#test-categories
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#example-test-results
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#-advanced-topics
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#performance-optimization
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#architecture-patterns
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#memory-management
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#concurrency--parallelism
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#testing--quality-assurance
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#-performance-benchmarks
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#memory-usage-comparison
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#design-pattern-performance
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#-learning-outcomes
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#fundamental-concepts
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#advanced-topics
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#professional-skills
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#-code-quality-standards
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#quality-metrics
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#-quick-start-guide
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#1-explore-core-concepts-30-minutes
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#2-learn-design-patterns-2-hours
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#3-performance-optimization-1-hour
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#4-testing--quality-2-hours
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#5-concurrency--parallelism-3-hours
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#6-advanced-topics-3-hours
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#-contributing
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#development-setup
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#contribution-areas
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#-frequently-asked-questions
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#q-which-python-version-is-required
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#q-are-these-implementations-production-ready
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#q-do-i-need-redis-installed
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#q-how-do-i-run-async-examples
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#q-how-do-i-choose-the-right-design-pattern
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#q-whats-the-difference-between-this-and-other-python-oop-resources
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#q-how-can-i-measure-the-performance-improvements
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#-troubleshooting
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#common-issues-and-solutions
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#import-errors
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#performance-issues
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#test-failures
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#memory-usage-concerns
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#-success-stories
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#educational-impact
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#professional-development
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#performance-improvements
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#-license
LICENSE	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/blob/main/LICENSE
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#-acknowledgments
	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#-contact
https://github.com/NetHead21/python_object_oriented_programming	https://github.com/NetHead21/python_object_oriented_programming
GitHub Issues	https://github.com/NetHead21/python_object_oriented_programming/issues
GitHub Discussions	https://github.com/NetHead21/python_object_oriented_programming/discussions
Readme	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming#readme-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming
Activity	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/activity
0 stars	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/stargazers
1 watching	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/watchers
0 forks	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/forks
Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FNetHead21%2Fpython_object_oriented_programming&report=NetHead21+%28user%29
Releases	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/releases
Packages 0	https://patch-diff.githubusercontent.com/users/NetHead21/packages?repo_name=python_object_oriented_programming
Python 100.0%	https://patch-diff.githubusercontent.com/NetHead21/python_object_oriented_programming/search?l=python
	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.