Articles by tag: Python

Synthetic Data in Python: Tools and Examples

How to Generate Synthetic Data in Python for ML, Testing, and Anonymization. Overview of Faker, Scikit-learn, SDV, GAN with Code.

AI agent with RAG and MCP: integration of external tools

Assembling an AI agent on Python that uses RAG for documents and MCP for external APIs. Step-by-step implementation with code and architectural explanations.

Asynchronous Manga Parser: Architecture in Python

How to Build a Scalable Manga Parser with asyncio, Pydantic and SQLAlchemy. Practical Breakdown of Architecture and Transition to Microservices.

Integration of Gemini API into Telegram bot: guide for developers

Step-by-step guide to asynchronous integration of Gemini API into Telegram bot on aiogram 3.x. Avoid 429 errors, set up cache and streaming.

Creating DSL in Python: Russian-language interpreter

How to write a DSL interpreter in Python with RPN support and AST serialization. Detailed breakdown of architecture and code for middle/senior developers.

Picows: the fastest WebSocket for asyncio without compromises

Analysis of picows architecture — WebSocket library with zero-copy processing and minimal latency. For algorithmic trading and high-load systems. Learn how it works.

Declarative Data Pipeline in Spark | Classes and Decorators

How to Build a Maintainable Data Pipeline Using Classes and Decorators in Python. Implementation on Spark for Data Engineering Projects. Read the Guide.

Publishing a Python Package to PyPI with Poetry | Guide

Step-by-Step Guide to Publishing a Python Package to PyPI Using Poetry. Project Setup, API Token Generation, Building and Publishing. Learn How to Publish Your Package.

NER for resumes: Guide to implementation in HR systems | IT Practice

Step-by-step guide to implementing Named Entity Recognition for resume processing. Technical details of data labeling, model selection, and production deployment.

Column Sum Control in Python | Pandas Function

How to Track Column Sum Changes in pandas Using the det_sum Function. Automate Data Monitoring and Detect Anomalies in ETL Processes.

Dialog management in Python via JSON config

Declarative approach to wizards in Python. Configuring steps, conditional visibility and integration with aiogram 3 without nested if. Read the guide.

Poetry Analysis in Python: Rhyme Search and Particle Frequency

Breaking Down Poem Analysis Algorithms in Python: Regular Expressions for Particles, Rhyme Search Heuristics, and Metrics Interpretation. Read the Technical Breakdown.

TIOBE April 2026: top programming languages

TIOBE Rating Analysis for April 2026: Python falls, C at 2nd, Rust at 16th. Data on top-20, dynamics of R, Perl, legacy languages. For developers — read the details.

Data Scientist from Scratch: Free Program

Master Data Science for free in 8–10 months. Complete roadmap: from CS basics to TensorFlow and AirFlow. Start learning and look for junior vacancies today.

Python Developer Roadmap: Free Django Courses

Acquire junior Python developer skills in 8–12 months. Free courses on Python, Django, Git, Docker. Start from zero for middle/senior orientation. Start learning today.

WSPR protocol: Python encoding of callsigns

Study the WSPR design for HF radio: 4-FSK modulation, data packing into 50 bits, code examples for callsigns and locators. Implement signal propagation analysis.

JWT authorization FastAPI: code and schemas

Full implementation of JWT authentication in FastAPI: access/refresh tokens, Pydantic schemas, SQLAlchemy models. Ready code for production API. Explore the architecture and dependencies.

Multiple Regression in Python: scikit-learn

Study multiple linear regression on the Advertising dataset. Coefficients, RMSE/R² metrics, residual diagnostics. Code and interpretation for middle developers.

venv Architecture in Python: How pyvenv.cfg Manages sys.path

Deep technical analysis of the internal structure of virtual environments in CPython. How isolation works without Docker and containers.

Mitmproxy in UI autotests: traffic management for QA

Practical guide to integrating mitmproxy into UI autotests for intercepting and modifying network traffic. Python code examples.

Creating a neural network with ChatGPT: practical experience and mistakes

Analysis of a real experiment on generating neural network code through AI. Learn what mistakes ChatGPT makes and how to fix them. For Python developers.

CRUD in Python: creating a task manager with Tkinter and JSON

Practical guide to implementing CRUD operations in Python. Create a desktop application for task management with a graphical interface. Learn the basics of OOP, working with JSON and Tkinter.

Determining Linux Distributions by Packages via API KUMA

Learn how to automate OS inventory using Python and API KUMA. Package analysis for accurate determination of Linux distributions.

GameMaker: how to become an indie developer at 35

Learn how Vladimir mastered GameMaker at 35 and released his first game on Steam. Detailed path of an indie developer: from Python to release.