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Using FastAPI to build a mini REST API in Python
FastAPI has rapidly become one of the go-to frameworks for building high-performance REST APIs in Python. In this guide, we will walk through creating a mini REST API from scratch using FastAPI, explore how it compares with Flask and Django REST Framework, and learn practical tips for testing, documentation, and deployment.
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Introduction to streaming data architecture
Streaming data architecture is the backbone of modern real-time systems, powering everything from recommendation engines to IoT telemetry and financial analytics. This post introduces the core concepts, patterns, and tools behind streaming architectures, with practical insights on how to design scalable, fault-tolerant pipelines for real-world applications.
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Empirical: L1/L2 impact
Understanding the practical effects of L1 and L2 regularization goes far beyond the textbook explanation of sparsity versus smoothness. This post dives into empirical experiments, performance trade-offs, and the nuanced behaviors of these penalties across different model classes.
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Topics Everyone Is Talking About No279
Dollar Stores Caught Overcharging While Marketing Low Prices • Schleswig-Holstein Goes Fully Open Source, Saving Millions • Rebuilding the 1996 Space Jam Website with Claude and Failing Gloriously • Why Image Optimization Still Matters for Your Website • Lessons from Reading Two Thousand Web Pages
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Topics Everyone Is Talking About No277
Using LLMs at Oxide • Struggling Towards an Algebraic Theory of Music • Diffie-Hellman Key Exchange Visualizer • Fixed Points and Strike Mandates 2012
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Topics Everyone Is Talking About No273
YouTube Under Fire for Secret AI Video Edits and Misleading Summaries • Why Functional Programming Really Matters • AV1 Codec Wins an Emmy for Transforming Video Streaming • The Road to Mojo 1.0
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