Daily Dose of Data Science

Daily Dose of Data Science

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Graph DBs vs. FalkorDB
...explained visually!
2 hrs ago • Avi Chawla
Define Criticality Levels for Agents’ Instructions
Build Agents that actually follow your instructions (open-source)
Jan 6 • Avi Chawla
[LAST CHANCE] Only 8 hours left...
Last chance to unlock lifetime access before 50% price increase.
Jan 5 • Avi Chawla
Layers of Observability in AI Systems
...explained visually!
Jan 5 • Avi Chawla
Only 1 day left...
Unlock lifetime access before pricing goes up by 50%.
Jan 4 • Avi Chawla
MCP vs Traditional API Architecture
...explained visually!
Jan 3 • Avi Chawla
Big moment for Postgres!
A 100% open-source solution that fixes a major issue with AI coding Agents.
Jan 2 • Avi Chawla
A Simple Implementation of Boosting Algorithm
...covered with design principles for Boosting.
Jan 1 • Avi Chawla
​Trace and Monitor Any AI/LLM App
+ New year sale for lifetime accounts (5 days left)!
Jan 1 • Avi Chawla

December 2025

How Does BM25 Ranking Algorithm Work?
...explained with mathematical details.
Dec 30, 2025 • Avi Chawla
6 Steps to Build an ML Model
...explained visually!
Dec 29, 2025 • Avi Chawla
Foundations of AI Engineering and LLMOps
The full LLMOps blueprint (with code).
Dec 27, 2025 • Avi Chawla
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