Archive - Daily Dose of Data Science

Detect Production-grade Code Quality Issues in Real-time!

(using a single MCP server)

23 hrs ago • Avi Chawla

4 Strategies for Multi-GPU Training

...explained visually.

Dec 11 • Avi Chawla

Finally, MCP Servers Can Deliver UI-rich Experiences!

Build ChatGPT compatible UI widgets.

Dec 10 • Avi Chawla

Manual RAG Pipeline vs Unified Knowledge Bases

...explained visually.

Dec 9 • Avi Chawla

[Hands-on] Build Your Own AI Avatar With Human-like Memory

(100% open-source, works in real-time)

Dec 8 • Avi Chawla

7:58

[Hands-on] CI/CD in MLOps Workflows

The full MLOps blueprint.

Dec 6 • Avi Chawla

Supercharge Google’s MCP Toolbox with Unstructured Data Support

...explained with live usage.

Dec 5 • Avi Chawla

8 AI Model Architectures, Visually Explained!

must-know for AI engineers!

Dec 4 • 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

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