Python in High Energy Physics
Explore Python's growing role in High Energy Physics, from its adoption and key libraries to its impact on data analysis and machine learning in particle physics research.
Building Interactive Applications for Image Data
Interactive Python tools for image processing, combining Dash for web apps and scikit-image for advanced algorithms. Explore, annotate, and analyze scientific and business images efficiently.
Write Less and Test More with Data Regression Testing
Explore data regression testing with pytest-regressions to enhance test completeness for complex data structures, simplifying testing of datasets, objects, and APIs.
The Joy of Creating Art with Code
Explore the fusion of art and code through generative algorithms, creating autonomous aesthetic forms using Processing and PyCairo. Learn about randomness, shapes, and advanced techniques like fractals and genetic algorithms.
Function Dissection Lab - Learn How Functions Work
Explore Python function internals, including argument handling, variable scoping, and bytecode. Gain deeper understanding of function objects and their attributes.
If Statements Are a Code Smell
Explore techniques to replace complex conditional logic with simple Python classes, improving code readability and maintainability through object-oriented principles and polymorphism.
The Limitations and Danger of Facial Recognition
Explores ethical concerns, biases, and societal impacts of facial recognition technology, emphasizing the need for responsible development and deployment in various applications.
Big O No - Django ORM Runtime Complexity and How to Avoid It Using LATERAL JOINS
Optimize Django ORM queries using SQL aggregations and LATERAL JOINs to solve N+1 query problems and improve performance in complex data retrieval scenarios, especially for GraphQL and REST APIs.
How to Build an Intelligent Indoor Garden
Learn to create an automated indoor garden system using sensors, microcontrollers, and CircuitPython. Explore web app development, Raspberry Pi setup, and IoT data analysis for plant care automation.
Practical Privacy-Preserving Machine Learning in Python
Explore privacy-preserving machine learning techniques in Python, including federated learning and encrypted data algorithms, to build accurate models while protecting user privacy.
How Multilingual Is Your NLP Model?
Explore multilingual NLP challenges, language identification techniques, and BERT's capabilities for handling diverse linguistic data in the evolving landscape of global communication.
Docker and Python - Making Them Play Nicely and Securely for Data Science and ML
Docker best practices for data science and machine learning: optimizing image builds, ensuring security, and implementing efficient deployment workflows for data-intensive applications.
From 0 to 60 in 2,592,000 Seconds
Discover strategies for creating an effective and scalable onboarding process for new engineers, ensuring quick integration and fair treatment within the team.
Multiply Your Testing Effectiveness with Parameterized Testing
Explore pytest parametrization techniques to enhance testing efficiency, covering multiple test cases with a single function and simplifying test maintenance.
From Project to Productionized on Heroku
Learn to deploy Django apps on Heroku: from development to production. Covers 12 Factor apps, configuration, collaboration, debugging, and essential Heroku tools for a smooth deployment process.
Python Concurrency - From Beginner to Pro
Comprehensive guide to Python concurrency, covering processes, threads, modules, race conditions, and the GIL. Includes coding examples and activities to build a multithreaded and multiprocessing web server.
Type Hints - Putting More Buzz in Your Fizz
Explore type hints in Python, from basics to complex structures. Learn debugging techniques, class definitions, and library stubs. Enhance code quality and confidence through practical examples.
Decoding Bias and Narrative in Competitive Video Games
Explore video analysis of Overwatch eSports broadcasts to uncover biases and narratives in competitive gaming, examining player focus and storytelling techniques.
Geospatial Public Policy Analysis with GeoPandas
Analyze US higher education institutions using GeoPandas, exploring education deserts and equity implications through hands-on data analysis with NCES and IPEDS datasets.
Charla: Eric Nahuel Horvat - Integraciones con Asyncio
Aprende a integrar múltiples lenguajes en un software principal utilizando Python 3 y asyncio. Descubre cómo simplificar el asincronismo y las integraciones en tus proyectos de desarrollo.
Datos, Python y Humanos
Explorando retos y oportunidades de la ciencia de datos en Latinoamérica: historias reales, obstáculos comunes y visión de futuro para científicos de datos y empresas en la región.