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
- License
Creative Commons Attribution-ShareAlike 4.0 International License
Author¶

author |
|
www |
|
github |
|
slideshare |
ISBN |
Online Access |
Title |
---|---|---|
978-83-957186-2-5 |
Python 3: from None to Machine Learning |
|
978-83-957186-3-2 |
The Software Engineering: DevOps, CI/CD, Docker, Provisioning and Git Flow |
|
978-83-957186-0-1 |
Astronaut Selection and Training for Long Duration Spaceflight and Extraterrestrial Activity |
|
978-83-956752-0-1 |
Space in Practice: How to Prepare and Conduct Stratospheric Balloon Mission |
|
978-83-957186-4-9 |
HabitatOS - Development of operating system prototype for Lunar and Martian habitats |
|
978-83-957186-1-8 |
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
- 4. Django Framework Architecture
- 5. Installation and Running
- 6. Settings
- 7. Apps
- 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
- 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
- 12. Forms
- 13. REST
- 14. Staticfiles
- 15. Templates
- 16. Templatetags
- 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
- 19. i18n and l10n
- 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
- 23. Auth and Permissions
- 24. API CORS
- 25. Standalone scripts
- 26. Tests and quality
- 27. Tests
- 28. CI/CD - Continuous Integration and Deployment
- 29. Deployment