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. Unpack
  • 9. Conditional
  • 10. While
  • 11. For
  • 12. Comprehensions
  • 13. Files
  • 14. Functions
  • 15. Exceptions
  • 16. OOP
  • 17. Recap

Intermediate

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

Advanced

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

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. OOP
  • 4. Inheritance
  • 5. Abstract
  • 6. Decorators
  • 7. Creational
  • 8. Behavioral
  • 9. 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
    • 1.1. About Agenda
    • 1.2. About Install
    • 1.3. About Survey
    • 1.4. About Certificate
    • 1.5. About Tutorial
    • 1.6. About Entry Test
  • 2. Protocol
    • 2.1. Protocol FTP
    • 2.2. Protocol IMAP
    • 2.3. Protocol SMTP
    • 2.4. Protocol POP3
    • 2.5. Protocol LDAP
    • 2.6. Protocol SSH
    • 2.7. Protocol DNS
  • 3. Web
    • 3.1. Web Stdlib
    • 3.2. Web Requests
    • 3.3. Web Scrapping
    • 3.4. Web Frameworks
    • 3.5. Web FastAPI
    • 3.6. Web Jinja
    • 3.7. Web PaaS
    • 3.8. Web Async
    • 3.9. Web SOAP and WSDL
  • 4. Transport
    • 4.1. Transport OSI Model
    • 4.2. Transport Interfaces
    • 4.3. Transport Routing
    • 4.4. Transport Socket
    • 4.5. Transport SSL
    • 4.6. Transport IPv4/IPv6
    • 4.7. Transport TCP/UDP
    • 4.8. Transport scapy
    • 4.9. Transport 3rd Party Libraries
  • 5. Case Study
    • 5.1. Case Study Mini Botnet

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
  • 2. FastAPI
  • 3. Pydantic
  • 4. Database
  • 5. Auth
  • 6. DevOps
  • 7. 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

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 Agenda
  • 1.2. About Install
  • 1.3. About Survey
  • 1.4. About Certificate
  • 1.5. About Tutorial
  • 1.6. About Entry Test

2. Protocol

Protocol

  • 2.1. Protocol FTP
  • 2.2. Protocol IMAP
  • 2.3. Protocol SMTP
  • 2.4. Protocol POP3
  • 2.5. Protocol LDAP
  • 2.6. Protocol SSH
  • 2.7. Protocol DNS

3. Web

Web

  • 3.1. Web Stdlib
  • 3.2. Web Requests
  • 3.3. Web Scrapping
  • 3.4. Web Frameworks
  • 3.5. Web FastAPI
  • 3.6. Web Jinja
  • 3.7. Web PaaS
  • 3.8. Web Async
  • 3.9. Web SOAP and WSDL

4. Transport

Transport

  • 4.1. Transport OSI Model
  • 4.2. Transport Interfaces
  • 4.3. Transport Routing
  • 4.4. Transport Socket
  • 4.5. Transport SSL
  • 4.6. Transport IPv4/IPv6
  • 4.7. Transport TCP/UDP
  • 4.8. Transport scapy
  • 4.9. Transport 3rd Party Libraries

5. Case Study

Case Study

  • 5.1. Case Study Mini Botnet
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© Copyright 2025, Matt Harasymczuk <matt@python3.info>, last update: 2025-01-14.