Daily Dose of Data Science

Daily Dose of Data Science

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[Hands-on] Build a Real-time Federated Data Engine for Agents
(running 100% locally)
17 hrs ago • 
Avi Chawla
9:28
Federated Learning in ML
...explained visually.
Nov 11 • 
Avi Chawla
30 Must-Know Agentic AI Terms
...explained with usage in Agentic systems.
Nov 10 • 
Avi Chawla
Monitoring and Observability in MLOps Lifecycle
The full MLOps blueprint.
Nov 8 • 
Avi Chawla
Momentum in ML, Explained Visually and Intuitively!
(a popular ML interview question)
Nov 7 • 
Avi Chawla
Manual RAG Pipeline vs Agentic Context Engineering
...a popular interview question (explained visually).
Nov 6 • 
Avi Chawla
Sync vs. Async in Python
...explained with code and misconceptions.
Nov 5 • 
Avi Chawla
RAG vs. CAG, Explained Visually!
...with must-know design considerations.
Nov 4 • 
Avi Chawla
MCP Moment for Reinforcement Learning
...shared with hands-on code.
Nov 3 • 
Avi Chawla
Regular ML Inference vs. LLM Inference
5 key differences that AI engineers should know!
Nov 1 • 
Avi Chawla

October 2025

Every LangGraph User We know is Making the Same Mistake!
...covered with a simple solution.
Oct 31 • 
Avi Chawla
7 Patterns in Multi-Agent Systems
...explained visually.
Oct 30 • 
Avi Chawla
© 2025 Avi Chawla
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