Federated Learning on a cluster of Raspberry Pis and Jetson Orin
A detailed guide to building a federated learning testbed from Raspberry Pi 5 boards and NVIDIA Jetson Orin modules with the Flower framework, covering the theory behind FedAvg, hardware selection, networking, non-IID data, heterogeneous clients, security, monitoring and a complete PyTorch example.
uv vs pip: what's the difference and why it matters
A deep dive into the differences between uv and pip, covering the theory behind their architectures, speed benchmarks, dependency resolution strategies, and practical examples to help you decide which tool to use in your Python projects.
Python Decorators: A Comprehensive Guide
Python decorators are a powerful and elegant way to modify or extend the behavior of functions or classes without changing their source code. In this guide, we'll demystify decorators from the ground up.
Using python-decouple in Django projects
A blog post about using python-decouple in Django projects, comparing it with other solutions and providing usage examples.
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