Daily Dose of Data Science

Daily Dose of Data Science

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8 AI Model Architectures, Visually Explained!
must-know for AI engineers!
18 hrs ago • 
Avi Chawla
DeepSeek Cracked The O(L²) Attention Bottleneck
2x-3x reduction in cost and better performance.
Dec 3 • 
Avi Chawla
7 Categorical Data Encoding Techniques
...summarized in a single frame.
Dec 2 • 
Avi Chawla
RAG, Agentic RAG, and AI Memory
...explained visually.
Dec 1 • 
Avi Chawla

November 2025

Monitoring and Observability in MLOps Lifecycle
The full MLOps blueprint.
Nov 29 • 
Avi Chawla
How to Use kNNs for Imbalanced Datasets
2 techniques, explained visually.
Nov 28 • 
Avi Chawla
Euclidean Distance vs. Mahalanobis Distance
Euclidean distance is not always useful.
Nov 27 • 
Avi Chawla
Solving the Engineering Productivity Paradox!
...and how to make production-grade vibe-coding actually work for you!
Nov 26 • 
Avi Chawla
5 LLM Fine-tuning Techniques
...explained visually.
Nov 25 • 
Avi Chawla
Graph Databases Got a Massive Upgrade!
100% open-source.
Nov 24 • 
Avi Chawla
Cyclical Feature Engineering
...explained with usage and code.
Nov 22 • 
Avi Chawla
Speed-up Native Python Code using Cython
...within minimal effort.
Nov 21 • 
Avi Chawla
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