Using Pandas and Dask to Work with Large Columnar Datasets in Apache Parquet
Explore efficient techniques for handling large columnar datasets using Pandas and Dask with Apache Parquet, including partitioning, row group skipping, and optimized data layout for faster queries.
Postgres at Any Scale
Explore Postgres performance optimization techniques, from basic app developer interactions to advanced strategies for efficient database management as your application scales.
How to Develop Your Project from an Idea to Architecture Design in 50 Minutes
Learn to transform ideas into well-structured software projects using Object-Oriented Analysis and Design principles. Gain insights on creating clean, extendable architectures and making informed decisions about project development.
Reliability in Distributed Systems
Explore techniques for building reliable distributed systems, including monitoring strategies, failure prevention, and recovery methods for microservices and APIs communicating with various dependencies.
Leadership of Technical Teams
Insights on leading technical teams: authority sources, priorities, leadership styles, and process management. Suitable for aspiring and experienced leaders in tech environments.
Let's Build a Python Profiler in 25 LOC
Explore Python profiling by building a profiler in 25 lines of code. Learn about tracing vs. sampling profilers and gain insights into Python's dynamic nature.
Using Bonobo, Airflow and Grafana to Visualize Your Business
Hands-on introduction to building business dashboards using Bonobo ETL, Airflow, and Grafana. Learn to create data pipelines, visualize metrics, and improve business insights through practical examples and real-world data.
Trio - A Pythonic Way to Do Async Programming
Explore Trio, a Python library simplifying async programming with new primitives. Learn to write clearer, more correct concurrent code through practical examples and real-life use cases.
SSLError, Now What?
Explore TLS/SSL protocols, cryptography basics, and best practices for secure communication. Learn to diagnose and resolve common SSL errors for robust, protected connections.
All You Need is Pandas - Unexpected Success Stories
Discover efficient data processing with Pandas through real-world examples, from SVG stroke extraction to letter composition, showcasing improved performance and code maintainability.
My Story with Python and Open Source
Nicola Iarocci shares his journey from a solitary C# developer to an active Python open-source contributor, exploring the impact on his career and company while offering insights on effective open-source participation.
Die Threads
Erforsche die Relevanz von Threads in der Ära von Async-Programmierung und entdecke unerwartete Anwendungen in dieser fesselnden Keynote von David Beazley.
ETL Pipeline to Achieve Reliability at Scale
Explore designing scalable ETL pipelines for high-volume financial transactions, focusing on fault tolerance, fast I/O, and efficient computations using Python, Luigi, and Spark.
Python 2 Is Dead! Drag Your Old Code into the Modern Age
Learn strategies and tools for upgrading large Python 2 projects to Python 3, based on a real-world case study of modernizing a 65,000-line Django codebase. Gain practical insights for a smooth transition.
Python in Scientific Computing - What Works and What Doesn't
Evaluación de bibliotecas Python para cálculos científicos, enfocada en rendimiento, simplicidad, confiabilidad y portabilidad. Experiencias y lecciones aprendidas en la Fundación GEM.
Recursion, Fractals, and the Python Turtle Module
Explore recursion through fractals using Python's Turtle module. Learn to create psychedelic designs, understand natural patterns, and discover a fun tool for teaching coding concepts.
Asyncio in Python 3.7 and 3.8
Explore new asyncio features in Python 3.7 and upcoming enhancements in 3.8, including performance improvements, usability updates, and innovative APIs for asynchronous programming.
Building a Naive Bayes Text Classifier with scikit-learn
Learn to build a Naive Bayes text classifier using scikit-learn, exploring preprocessing techniques and feature extraction methods for effective spam detection in YouTube comments.
Django Structure for Scale and Longevity
Explore Django project structuring for scalability and longevity, covering service layers, DRF best practices, and effective testing strategies. Gain insights from real-world experiences to enhance productivity and code quality.
Building New NLP Solutions with spaCy and Prodigy
Discover strategies to maximize success in NLP projects using spaCy and Prodigy. Learn iterative approaches, avoid common pitfalls, and explore effective workflows for building innovative language processing solutions.
PyPI - Past, Present and Future
Explore the evolution and future of PyPI, the crucial repository for Python packages, and its impact on the Python ecosystem.