Python 3: From None to Machine Learning

Title

Python 3: from None to Machine Learning

Author

Matt Harasymczuk

Language

English

ISBN

978-83-957186-2-5

Year

2015-2021

Online Access

https://python.astrotech.io

License

Creative Commons Attribution-ShareAlike 4.0 International License

Author

author	Matt Harasymczuk
email	matt@astrotech.io
www	https://www.astronaut.center
github	https://github.com/astromatt
linkedin	https://linkedin.com/in/mattharasymczuk
facebook	https://facebook.com/matt.harasymczuk
slideshare	https://www.slideshare.net/astrotech/presentations

Table 1. Other Books from Author. Learn more at https://www.astronaut.center/books

ISBN	Online Access	Title
978-83-957186-2-5	https://python.astrotech.io	Python 3: from None to Machine Learning
978-83-957186-3-2	https://dev.astrotech.io	The Software Engineering: DevOps, CI/CD, Docker, Provisioning and Git Flow
978-83-957186-0-1	https://www.astronaut.pl	Astronaut Selection and Training for Long Duration Spaceflight and Extraterrestrial Activity
978-83-956752-0-1	https://www.astronaut.center/books	Space in Practice: How to Prepare and Conduct Stratospheric Balloon Mission
978-83-957186-4-9	https://pl.habitatos.space	HabitatOS - Development of operating system prototype for Lunar and Martian habitats
978-83-957186-1-8	https://alsep.astronaut.center	Geophysics experiments from Apollo Lunar Surface Experiments Package

Note

• For consulting or training course requests please email matt@astrotech.io

• Before training course please setup your environment

• More information in Install

About

Django

Django

• 1. Certificate
• 2. HTTP
  • 2.1. Narzędzia
  • 2.2. Web Inspector
  • 2.3. curl
  • 2.4. wget
  • 2.5. DNS
  • 2.6. HTTP Protocol
  • 2.7. HTTP and HTTPS
  • 2.8. HTTP/1.1 vs. HTTP/2.0
  • 2.9. URI vs URL
  • 2.10. text protocol
  • 2.11. Status Code
  • 2.12. Header
  • 2.13. q=... parameters
  • 2.14. Request
  • 2.15. Response
  • 2.16. stateless
  • 2.17. sessions
  • 2.18. Cookies
  • 2.19. HTTP Methods
  • 2.20. GET vs POST
  • 2.21. POST vs. PUT
  • 2.22. POST and CSRF
  • 2.23. PATCH?!
  • 2.24. OPTIONS and CORS
  • 2.25. HTML + JS + CSS
• 3. Introduction to Django
  • 3.1. Co to jest Django?
  • 3.2. Dokumentacja
  • 3.3. Wersjonowanie
  • 3.4. LTS - Long Time Support
  • 3.5. setup.cfg
  • 3.6. IDE Support
  • 3.7. Runserver
  • 3.8. Debugging
  • 3.9. Database Explorer
  • 3.10. Mark as Sources Root
  • 3.11. Podpowiadanie składni
• 4. Django Framework Architecture
  • 4.1. Framework Architecture
  • 4.2. Request-Response flow
• 5. Installation and Running
  • 5.1. Instalacja
  • 5.2. Starting new project
  • 5.3. IDE Run configuration
  • 5.4. Run configuration
  • 5.5. Debug configuration
• 6. Settings
• 7. Apps
  • 7.1. Reusability
  • 7.2. Location
  • 7.3. Create
  • 7.4. Structure
  • 7.5. Configuration
• 8. Models
  • 8.1. Model Fields
  • 8.2. Text fields
  • 8.3. Numeric fields
  • 8.4. Logic fields
  • 8.5. Date and time fields
  • 8.6. File fields
  • 8.7. Relations
  • 8.8. Model field arguments
  • 8.9. All
  • 8.10. Relations
  • 8.11. Date and time
  • 8.12. Numeric
  • 8.13. Abstract Models
  • 8.14. Architecture
  • 8.15. Single File vs. Models per file
  • 8.16. Reverse engineering database
  • 8.17. Database schema migration
  • 8.18. Makemigrations
  • 8.19. Migrate
  • 8.20. Example Model
  • 8.21. Assignments
• 9. URL Router
  • 9.1. Global URLs
  • 9.2. In app URLs
  • 9.3. urlpatterns
  • 9.4. path
  • 9.5. url
  • 9.6. include
  • 9.7. URLs reversing
  • 9.8. URLs in templates
• 10. ORM
  • 10.1. QuerySet
  • 10.2. Filtered QuerySets are unique
  • 10.3. QuerySets are lazy
  • 10.4. Field lookups
  • 10.5. Lookups that span relationships
  • 10.6. Filters can reference fields on the model
  • 10.7. The pk lookup shortcut
  • 10.8. Complex lookups with Q objects
  • 10.9. Comparing objects
  • 10.10. Q() expressions
  • 10.11. F() expressions
  • 10.12. Aggregations
• 11. Views
  • 11.1. Class Based Views
  • 11.2. Generic Views
  • 11.3. TemplateView
  • 11.4. RedirectView
  • 11.5. View
  • 11.6. Responses
  • 11.7. Permissions in Views
  • 11.8. Class Based Views
  • 11.9. Decorators
• 12. Forms
  • 12.1. Forms
  • 12.2. Simple "contact us" form
  • 12.3. Model Forms
  • 12.4. Widgets
• 13. REST
  • 13.1. RESTful Views
  • 13.2. python -m json.tool
  • 13.3. django-rest-framework
  • 13.4. django-rest-swagger
• 14. Staticfiles
  • 14.1. Settings
  • 14.2. Serving staticfiles
• 15. Templates
• 16. Templatetags
  • 16.1. Filters
  • 16.2. Simple Tags
  • 16.3. Assignment tags
  • 16.4. Block tags
• 17. Admin panel
  • 17.1. Customizing
  • 17.2. Permissions
  • 17.3. Users
  • 17.4. Groups
  • 17.5. Content Types
  • 17.6. Model Admin
  • 17.7. Model registering
  • 17.8. Admin fields
  • 17.9. Writing own list_filter
  • 17.10. Model Inlines
  • 17.11. StackedInline
  • 17.12. TabularInline
  • 17.13. Extending Admin
  • 17.14. Media Class
  • 17.15. ModelAdmin Example
  • 17.16. django-import-export
  • 17.17. Grapelli
  • 17.18. Installation
  • 17.19. Settings
  • 17.20. Template overwrite
  • 17.21. Autocomplete
  • 17.22. TinyMCE
  • 17.23. FileUploader
  • 17.24. list_editable
  • 17.25. date_hierarchy
• 18. Management Commands
  • 18.1. Built-in
  • 18.2. Writing own management commands
  • 18.3. Structure
  • 18.4. Minimal command boilerplate code
  • 18.5. Cleaning data in database
  • 18.6. Parse file line by line
  • 18.7. Use cases
• 19. i18n and l10n
  • 19.1. Timezone
  • 19.2. Gettext
  • 19.3. i18n - internationalization
• 20. Database
  • 20.1. Database schema migration
  • 20.2. Makemigrations
  • 20.3. Migrate
  • 20.4. Management commands
  • 20.5. dbshell
  • 20.6. dumpdata
  • 20.7. loaddata
  • 20.8. inspectdb
  • 20.9. makemigrations
  • 20.10. migrate
  • 20.11. Database settings
  • 20.12. Sqlite3
  • 20.13. PostgreSQL
  • 20.14. Heroku
  • 20.15. Fixtures
  • 20.16. Multiple DB and db routing
• 21. Cache
• 22. Signals
  • 22.1. Available signals
  • 22.2. Model signals
  • 22.3. M2m relations
  • 22.4. Migrations
  • 22.5. Request
  • 22.6. Test
  • 22.7. Database
  • 22.8. Examples
• 23. Auth and Permissions
  • 23.1. Basic Auth
  • 23.2. Require Permissions
• 24. API CORS
• 25. Standalone scripts
• 26. Tests and quality
  • 26.1. Tests
  • 26.2. Test URLs
  • 26.3. SonarQube
  • 26.4. Debug Toolbar
• 27. Tests
• 28. CI/CD - Continuous Integration and Deployment
  • 28.1. Bitbucket Pipelines
  • 28.2. Travis
• 29. Deployment
  • 29.1. Deployment platforms
  • 29.2. Apache + mod_wsgi
  • 29.3. Nginx + uwsgi
  • 29.4. Gunicorn
  • 29.5. Vagrant + Puppet
  • 29.6. Docker + Gunicorn
  • 29.7. Heroku
  • 29.8. Packaging
  • 29.9. setup.py
  • 29.10. Manifest.in
  • 29.11. Staticfiles serving

Appendixes