Building the Perfect Personalised Menu Using Python
Explore how Gousto uses Python for menu planning optimization and personalized recommendations, leveraging genetic algorithms and graph databases to enhance customer experience and operational efficiency.
30 Golden Rules of Deep Learning Performance
Discover 30 essential guidelines for optimizing deep learning models, enhancing performance, and achieving better results in AI and machine learning projects.
Advanced Infrastructure Management in Kubernetes Using Python
Explore automating Kubernetes infrastructure management using Python, focusing on creating a Celery Operator to streamline cluster setup, configuration, and autoscaling in production environments.
Building Reproducible Distributed Applications at Scale
Explore challenges and solutions for packaging Python code in distributed computing environments, focusing on shipping methods, pickling, self-contained executables, and real-world examples with PySpark and S3 storage.
Accessible Python Education for Schoolgirls Using Avocados, Zombies, and Korean
Innovative Python education for young girls using engaging themes, resulting in increased interest and confidence in coding and scientific computing.
Ensuring Data Integrity with Asynchronous Programming in a Cloud IoT Core
Explore AsyncIO for cloud IoT core development, focusing on data integrity and performance. Learn techniques for handling messages, managing connections, and ensuring accurate data in low-cost solutions.
Corona-Net
Explore Corona-Net: an open-source project for COVID-19 diagnosis and symptom segmentation using deep learning models like EfficientNet and U-Net on CT scans.
Writing Good Python
Learn tools and libraries for writing consistent, high-quality Python code. Explore PEP standards, linters, formatters, and security checkers. Discover integration methods for development workflows and build pipelines.
Decade of PyCon JP - How We Spread the Python Community in Japan
Explore the decade-long journey of PyCon JP, its growth strategies, and initiatives to spread Python across Japan, including regional events and boot camps.
Tooling for Static Analysis of Python Programs
Explore static analysis tools for Python, including gast and beniget modules, to enhance linting, type inference, and IDE capabilities despite Python's dynamic nature.
Automate Your Tasks with Python and Publish with Chat Apps
Automate tasks using Python scripts and integrate them with chat apps for easy access. Learn to create software robots that handle server diagnostics, incident response, API access, and analytical reporting.
Honey, There Is a Python in My Android Phone!
Explore integrating Python with Android for GPS functionality, inspired by a book cataloging project. Learn about RPC calls between Python and Android intents for efficient mobile development.
Auto-Sklearn - Automated Machine Learning in Python
Discover Auto-sklearn, an open-source AutoML tool that simplifies machine learning pipeline development. Learn its functionality, benefits, and how to implement it as a scikit-learn replacement.
Data Ingestion and Big Data
Learn web scraping, crawling, and API usage for data retrieval. Explore technical and ethical considerations in simulating user navigation and leveraging data APIs for analysis and business opportunities.
Hiring Demystified
Insights on effective hiring practices for tech teams, analyzing popular tactics and their implications, and strategies for finding the right developers with minimal hassle.
How Scientific Computing is Advancing the World of Football
Explore how Python's scientific computing and data science applications are revolutionizing football, from tactical analysis to player insights, with potential for wider accessibility and impact.
Refactoring Legacy Django App Using OOP
Aprende a refactorizar aplicaciones Django heredadas utilizando programación orientada a objetos y estereotipos OOP para mejorar el diseño y manejar lógica compleja.
Federated Machine Learning with Python
Explore privacy-preserving machine learning techniques, focusing on federated ML. Learn about different approaches, implementations in Python, and challenges faced by enterprises adopting this technology.
Pydon'ts
Explore idiomatic Python coding practices to write more elegant and efficient code, regardless of skill level. Learn forgotten vanilla features and refactor a function using Pythonic idioms.
Python Versions and Dependencies Made Easy
Simplify Python version and dependency management with practical tools and techniques for efficient development workflows and environment control.
SQLite, an (un) known super ant
Explore SQLite's advantages, best practices with Python, transactions, indexing, and special data types. Learn when and how to leverage this powerful lightweight database effectively.