Manage Your SCM Security Using Python Open Policy Agent - OPA - Client
Explore using Open Policy Agent for SCM security management. Learn to implement governance and compliance controls in development processes using Python OPA Client for GitLab/GitHub.
Charlas - Interfaces Low-code con QT y su integración con Python.
Diseño visual de interfaces con Qt Designer y su integración en Python, enfocado en crear aplicaciones empresariales sin necesidad de programar extensivamente la interfaz gráfica.
Testing Spacecraft with Pytest
Explore spacecraft software testing using pytest, comparing it to web services and examining real-world examples from Varda Space Industries. Learn about safety-critical systems and verification techniques.
Transforming a Jupyter Notebook into a Reproducible Pipeline for ML Experiments
Learn to transform Jupyter Notebooks into reproducible ML pipelines using Git and DVC. Explore techniques for experiment tracking, modularization, and result comparison in a text2image project with Stable Diffusion.
Kill All Mutants! - Intro to Mutation Testing
Discover mutation testing to enhance your test suite's effectiveness. Learn its principles, benefits, and implementation across various programming languages.
Async - Scaling Structured Concurrency with Static and Dynamic Analysis
Exploring structured concurrency in async Python: advantages, error handling, timeouts, and tools for reliable code. Learn static and dynamic analysis techniques to write efficient async programs.
Why You Should Care About Open Source Supply Chain Security
Explore open source supply chain security, understanding vulnerabilities, attack vectors, and protective measures. Learn to evaluate dependencies and implement safeguards against potential threats.
Unit Testing con Pytest
Aprende a escribir pruebas unitarias efectivas con pytest, incluyendo buenas prácticas, mocks y características avanzadas para mejorar la calidad del código.
Breaking Away from the Empire - Avoiding the Evil Clutches of If-Then Statements
Learn to create a hyperspace navigation app using graphs in Python, replacing complex if-then statements for improved code readability and flexibility. Explore graph data structures and modeling techniques.
Python Profiling State of the World
Explore various open-source Python profiling technologies, their tradeoffs, and visualization methods like flow charts, call trees, and flamegraphs in this hands-on workshop.
Fixing Legacy Code, One Pull Request at a Time
Modernize legacy Flask applications using code quality tools and best practices. Learn to set up workflows that reduce technical debt and ensure sustainable codebases over time.
Joyful Django DX with PyCharm
Explore how PyCharm enhances Django development with advanced tooling, improving navigation, refactoring, and testing. Learn to boost productivity and create a joyful development experience for fullstack and API web projects.
Building LLM-based Agents - How to Develop Smart NLP-Driven Apps with Haystack
Explore building LLM-based agents with Haystack, connecting them to tools and knowledge bases for smart NLP-driven applications. Learn practical use cases and code examples for developing agent-driven solutions.
How to Build Stunning Data Science Web Applications in Python
Create stunning Data Science web apps with Taipy, a low-code Python package. Learn to build interactive AI applications using Taipy Core, GUI, and Studio for efficient data exploration and pipeline execution.
Modern, Typed Python for Multimodal ML - From Training to Deployment
Explore the benefits of Python type hints in machine learning, from improving code quality to organizing multimodal data and bridging the gap between training and deployment.
Developing on Google Cloud with Python and DataFrames
Explore Google Cloud's enhanced Python experience for building applications, pipelines, and analytics, focusing on BigQuery integration and DataFrame support for impactful business solutions.
Automate Documentation with Sphinx & GitHub Actions
Learn to create, generate, host, and automate up-to-date API documentation using Sphinx and GitHub Actions, integrating it seamlessly into your software development lifecycle.
Write Your First Package Using Literate Programming
Aprenda a criar um pacote Python usando programação literária, combinando explicações em linguagem natural com código. Explore ferramentas como Jupyter Notebooks e Nbdev para desenvolvimento eficiente e documentação integrada.
Feature Engineering is for Everyone
Explore feature engineering techniques for data visualization, automation, and machine learning. Learn to create and select features from various data types using encodings, vectorization, and date manipulation.
Years of Bad Ideas
Explore unconventional programming concepts and their pitfalls in Python, from magic methods to monkey patching, with insights on when to use or avoid these techniques.
API Design - Lessons Learned
Learn valuable lessons and best practices for effective API design from an experienced developer's insights and real-world examples.