pip install malware
Live demonstration of creating and installing malware from PyPI, highlighting security risks in package dependencies and emphasizing the importance of vigilance when using external libraries.
How We Are Making CPython Faster - Past, Present and Future
Explore CPython's performance improvements in Python 3.11 and future releases. Learn about streamlining techniques, speed-up strategies, and potential performance gains in upcoming versions.
Pygoat - Learn Django Security the Hard Way
Explore OWASP top 10 vulnerabilities in Django apps using Pygoat, an intentionally vulnerable application. Learn to identify, exploit, and mitigate security risks for robust web development.
Generative AI - Beyond Technicalities - An Ethical Perspective
Explore the ethical implications and societal impact of generative AI, focusing on responsible use and potential risks as these technologies become increasingly integrated into our daily lives.
Continue Thinking Small - Next Level Machine Learning with TinyML
Explore TinyML for deploying machine learning on microcontrollers. Learn about hardware options, frameworks, and real-world applications in agriculture, conservation, health, and ecology monitoring.
Word Wranglers & News Navigators - Taming GPT-3 Beast for Media Monitoring
Explore the integration of Large Language Models in media monitoring, from using OpenAI models to training a custom model. Learn about real-world implementation challenges and insights.
Language Models for Music Recommendation
Explore building a music recommendation system using language models, inspired by GPT. Learn about factors influencing recommendations and create a personalized approach to content suggestion.
Welcome to Your World
Journalist Andrew Smith shares his journey of learning to code, focusing on Python, and reflects on code's impact on society, offering insights from his upcoming book.
Leveraging the Power of Django REST Framework's Renderers with HTMX
Explore the powerful combination of HTMX with Django REST Framework's flexible renderer system, unlocking new possibilities for dynamic web applications.
Unleashing the Power of dbt and Python for Modern Data Stack
Explore dbt integration with Python for modern data infrastructure. Learn best practices, tool integration, and complex data analysis using fal package, with real-world examples.
Asyncio Evolved - Enhanced Exception Handling with TaskGroup in Python 3.11
Explore Python 3.11's asyncio.TaskGroup() for improved exception and cancellation handling in asynchronous programming, addressing limitations of existing asyncio APIs.
Fighting Money Laundering with Python and Open Source Software
Explore Python-based techniques and open-source tools for detecting fraudulent transaction chains and providing insights to combat money laundering in financial investigations.
Deep Dive into Asynchronous SQLAlchemy - Transactions and Connections
Explore caveats and gotchas in asynchronous SQLAlchemy, focusing on transaction and connection handling for backend applications. Learn to navigate potential issues and optimize your ORM usage.
The Python Package Repository Accelerating Software Development at CERN
Explore CERN's custom Python package repository, designed to enhance security and flexibility in accelerator controls development while leveraging the rich ecosystem of third-party packages.
Understanding Neural Network Architectures with Attention and Diffusion
Explore Attention and Diffusion models in neural networks, focusing on their applications in language processing and image synthesis, with simplified diagrams for visual learners.
OCR - Information Through Images
Explore image processing and OCR techniques to extract valuable information from visual data, unlocking potential applications across various fields and industries.
Upgrading Django - From Legacy to Latest
Practical tips and tricks for upgrading legacy Django projects to the latest version, ensuring smooth transitions and improved functionality for long-standing web applications.
How Dunder Methods Rule Python Under the Hood
Explore Python's dunder methods, their functionality, and how they operate behind the scenes to enhance your understanding of the language's inner workings.
A Quick Guide to Logging for Django Developers
Explore Python's logging module, its integration with Django, and techniques to enhance logging for efficient troubleshooting and debugging in web projects.
Kindnesses & Promises
Explore how building applications and sharing libraries foster community and enjoyment in software development, with insights on maintaining the fun in collaborative coding.
Building and Deploying Fair and Unbiased ML Systems - An Art, Not Science
Explore effective practices for developing and deploying ethical, fair, and unbiased machine learning models in production, addressing challenges of data bias and model complexity.