Python - from None to AI

License
Install
Python Versions
Python History
Links
References

Basics

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

Intermediate

1. About
2. String
3. Syntax
4. Star
5. Enum
6. Match
7. Regex
8. Datetime
9. Iterator
10. Pathlib
11. Logging
12. Locale
13. Pickle
14. TOML
15. CSV
16. JSON
17. Modules
18. Typing
19. Dataclass

Advanced

1. About
2. Syntax
3. Typing
4. Object Oriented Programming
5. Inheritance
6. Polymorphism
7. Encapsulation
8. Metaprogramming
9. Operator
10. Serialization
11. Functional Programming
12. Decorators
13. Generators
14. Async Paradigm
15. Async Programming

Concurrency

1. About
2. Multiprocessing
3. Threading
4. Async Paradigm
5. Async AsyncIO

Performance

1. About
2. Introduction
3. Transpilation
4. Tools
5. Profiling
6. Optimization
7. Extensions

Testing

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

CI/CD

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

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. Introduction
3. UML
4. Creational
5. Behavioral
6. Structural
7. Functional

Numpy

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

Pandas

1. About
2. Introduction
3. Read
4. To
5. Series
6. DataFrame
7. Date
8. Recap
9. Case Study

Matplotlib

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

Stdlib

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

Network

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

webapp

1. About
2. HTTP
3. REST
4. Architecture
5. Auth

Django

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

FastAPI

1. About
2. Introduction
3. FastAPI
4. Pydantic
5. Database
6. Auth
7. DevOps
8. Case Study

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
2. Introduction

OOP

1. Paradigm
2. Python

Dragon

1. English
2. Polish
3. ADR

Python - from None to AI

1. About
4.5. Style Animation

4.5. Style Animation

4.5.1. Further Reading

See More
https://www.youtube.com/watch?v=ZmYPzESC5YY
https://hardsoftlucid.wordpress.com/various-stuff/realtime-plotting/

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© Copyright 2026, Matt Harasymczuk <[email protected]>, last update: 2026-06-29.