Python - from None to AI
  • License
  • Install
  • Python Versions
  • Python History
  • Links
  • References

Basics

  • 1. About
  • 2. Syntax
  • 3. Numeric
  • 4. Logic
  • 5. Strings
  • 6. Iterables
  • 7. Mappings
  • 8. Nested
  • 9. Unpack
  • 10. Conditional
  • 11. While
  • 12. For
  • 13. Comprehensions
  • 14. Files
  • 15. Functions
  • 16. Exceptions
  • 17. OOP
  • 18. Modules
  • 19. Recap

Intermediate

  • 1. About
  • 2. Syntax
  • 3. Star
  • 4. Enum
  • 5. Match
  • 6. Encoding
  • 7. Regex
  • 8. Datetime
  • 9. Idiom
  • 10. Iterator
  • 11. OOP
  • 12. Serialization
  • 13. Pickle
  • 14. TOML
  • 15. CSV
  • 16. JSON
  • 17. Pathlib
  • 18. Logging
  • 19. Modules
  • 20. Recap

Advanced

  • 1. About
  • 2. Syntax
  • 3. Typing
  • 4. OOP Dataclass
  • 5. OOP Paradigm
  • 6. OOP Inheritance
  • 7. OOP Abstract
  • 8. OOP Metaprogramming
  • 9. OOP Accessors
  • 10. OOP Operator
  • 11. FP Paradigm
  • 12. FP Apply
  • 13. FP Patterns
  • 14. Generators
  • 15. Async Paradigm
  • 16. Async AsyncIO

Performance

  • 1. About
  • 2. Multiprocessing
  • 3. Threading
  • 4. Optimization
  • 5. Case Study
  • 6. Extensions

Testing

  • 1. About
  • 2. Random
  • 3. Syntax
  • 4. Doctest
  • 5. Unittest
  • 6. Recap

CI/CD

  • 1. DevTools
  • 2. Distribute
  • 3. Lint
  • 4. Quality
  • 5. Security
  • 6. Webdev

DevOps

  • 1. About
  • 2. Quality
  • 3. Tests
  • 4. Debugging

Database

  • 1. About
  • 2. Theory
  • 3. ORM
  • 4. Normalization
  • 5. NoSQL
  • 6. SQL
  • 7. SQLite3
  • 8. SQLAlchemy
  • 9. Case Study

Design Patterns

  • 1. About
  • 2. UML
  • 3. Decorators
  • 4. Creational
  • 5. Behavioral
  • 6. Structural

Numpy

  • 1. About
  • 2. Array
  • 3. Attributes
  • 4. Random
  • 5. Indexing
  • 6. Operations
  • 7. Methods
  • 8. Statistics
  • 9. Math
  • 10. Polynomial

Pandas

  • 1. About
  • 2. Read
  • 3. To
  • 4. Series
  • 5. DataFrame
  • 6. Date
  • 7. Case Study

Matplotlib

  • 1. About
  • 2. Figure
  • 3. Style
  • 4. Chart
  • 5. Case Study

Stdlib

  • 1. Modules
  • 2. Collections
  • 3. Math
  • 4. Locale
  • 5. XML
  • 6. Operating System
  • 7. String
  • 8. Builtin
  • 9. Type
  • 10. Loop
  • 11. TkInter

Network

  • 1. About
  • 2. Protocol
  • 3. Web
  • 4. Transport
  • 5. Case Study

Microservices

  • 1. About
  • 2. HTTP
  • 3. Microservices
  • 4. Auth

Django

  • 1. About
  • 2. Setup
  • 3. Settings
  • 4. Models
  • 5. Admin
  • 6. ORM
  • 7. Views
  • 8. Templates
  • 9. Templatetags
  • 10. Forms
  • 11. Manage
  • 12. Locale
  • 13. Middleware
  • 14. Utils
  • 15. Auth
  • 16. API
  • 17. Ninja
  • 18. Tests
  • 19. Apps
  • 20. Deploy

FastAPI

  • 1. About
    • 1.1. About Program
    • 1.2. About FastAPI
    • 1.3. About Install
    • 1.4. About Agenda
    • 1.5. About Survey
    • 1.6. About Further Reading
    • 1.7. About Tutorial
    • 1.8. About Entry Test
  • 2. FastAPI
    • 2.1. FastAPI About
    • 2.2. FastAPI Install
    • 2.3. FastAPI Architecture
    • 2.4. FastAPI Schema
    • 2.5. FastAPI Documentation
    • 2.6. FastAPI GET
    • 2.7. FastAPI POST
    • 2.8. FastAPI Status
    • 2.9. FastAPI Cookies
    • 2.10. FastAPI Headers
    • 2.11. FastAPI Files
    • 2.12. FastAPI WebSockets
    • 2.13. FastAPI Config
    • 2.14. FastAPI Dependencies
    • 2.15. FastAPI Routers
    • 2.16. FastAPI Middleware
    • 2.17. FastAPI Background Tasks
  • 3. Pydantic
    • 3.1. Pydantic Models
    • 3.2. Pydantic Schema
    • 3.3. Pydantic Types Stdlib
    • 3.4. Pydantic Types Custom
    • 3.5. Pydantic Types Constrained
    • 3.6. Pydantic Validator
    • 3.7. Pydantic Settings
  • 4. Database
    • 4.1. Database ORM
    • 4.2. Database Auth
    • 4.3. Database User Create
    • 4.4. Database Relationship
    • 4.5. Database NoSQL
  • 5. Auth
    • 5.1. Auth Basic
    • 5.2. Auth JSON Web Token
  • 6. DevOps
    • 6.1. DevOps Test Sync
    • 6.2. DevOps Test Async
    • 6.3. DevOps Docker
  • 7. Case Study
    • 7.1. Case Study Example

Data Science

  • 1. About
  • 2. Jupyter
  • 3. Python
  • 4. Visualization
  • 5. Scipy
  • 6. Geopandas

Machine Learning

  • 1. About
  • 2. Introduction
  • 3. Sklearn
  • 4. Model Quality
  • 5. Decision Trees
  • 6. Regressions
  • 7. K-Nearest Neighbors
  • 8. Bayes
  • 9. Support Vector Machines
  • 10. Clustering
  • 11. Neural Networks
  • 12. References
  • 13. Articles

Artificial Intelligence

  • 1. About

OOP

  • 1. Paradigm
  • 2. Python

Dragon

  • 1. English
  • 2. Polish
  • 3. ADR
Python - from None to AI
  • 1. About

1. About

About

  • 1.1. About Program
  • 1.2. About FastAPI
  • 1.3. About Install
  • 1.4. About Agenda
  • 1.5. About Survey
  • 1.6. About Further Reading
  • 1.7. About Tutorial
  • 1.8. About Entry Test

2. FastAPI

API

  • 2.1. FastAPI About
  • 2.2. FastAPI Install
  • 2.3. FastAPI Architecture
  • 2.4. FastAPI Schema
  • 2.5. FastAPI Documentation
  • 2.6. FastAPI GET
  • 2.7. FastAPI POST
  • 2.8. FastAPI Status
  • 2.9. FastAPI Cookies
  • 2.10. FastAPI Headers
  • 2.11. FastAPI Files
  • 2.12. FastAPI WebSockets
  • 2.13. FastAPI Config
  • 2.14. FastAPI Dependencies
  • 2.15. FastAPI Routers
  • 2.16. FastAPI Middleware
  • 2.17. FastAPI Background Tasks

3. Pydantic

Pydantic

  • 3.1. Pydantic Models
  • 3.2. Pydantic Schema
  • 3.3. Pydantic Types Stdlib
  • 3.4. Pydantic Types Custom
  • 3.5. Pydantic Types Constrained
  • 3.6. Pydantic Validator
  • 3.7. Pydantic Settings

4. Database

API

  • 4.1. Database ORM
  • 4.2. Database Auth
  • 4.3. Database User Create
  • 4.4. Database Relationship
  • 4.5. Database NoSQL

5. Auth

Auth

  • 5.1. Auth Basic
  • 5.2. Auth JSON Web Token

6. DevOps

DevOps

  • 6.1. DevOps Test Sync
  • 6.2. DevOps Test Async
  • 6.3. DevOps Docker

7. Case Study

Case Study

  • 7.1. Case Study Example
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© Copyright 2025, Matt Harasymczuk <matt@python3.info>, last update: 2025-04-23.