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Towards Data Science - Medium
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Latest posts
Last updated about 14 hours ago
Optimizing Vector Search: Why You Should Flatten Structured Data
about 14 hours ago
An analysis of how flattening structured data can boost precision and recall...
RoPE, Clearly Explained
about 15 hours ago
Going beyond the math to build intuition The post RoPE, Clearly Explained...
The Unbearable Lightness of Coding
about 17 hours ago
Confessions of a vibe coder The post The Unbearable Lightness of Coding...
Randomization Works in Experiments, Even Without Balance
about 18 hours ago
Randomization usually balances confounders in experiments, but what happens when it doesn't...
Federated Learning, Part 2: Implementation with the Flower Framework 🌼
1 day ago
Implementing cross-silo federated learning step by step The post Federated Learning, Part...
Machine Learning in Production? What This Really Means
1 day ago
From notebooks to real-world systems The post Machine Learning in Production? What...
I Ditched My Mouse: How I Control My Computer With Hand Gestures (In 60 Lines of Python)
1 day ago
A step-by-step guide to building a “Minority Report”-style interface using OpenCV and...
Modeling Urban Walking Risk Using Spatial-Temporal Machine Learning
2 days ago
Estimating neighborhood-level pedestrian risk from real-world incident data The post Modeling Urban...
Going Beyond the Context Window: Recursive Language Models in Action
3 days ago
Explore a practical approach to analysing massive datasets with LLMs The post...
Data Science as Engineering: Foundations, Education, and Professional Identity
3 days ago
Recognize data science as an engineering practice and structure education accordingly The...
From Connections to Meaning: Why Heterogeneous Graph Transformers (HGT) Change Demand Forecasting
3 days ago
How relationship-aware graphs turn connected forecasts into operational insight The post From...
Layered Architecture for Building Readable, Robust, and Extensible Apps
3 days ago
If adding a feature feels like open-heart surgery on your codebase, the...