Daily Dose of Data Science

Daily Dose of Data Science

Deployment

6 LLM Deployment Formats in Production
...explained visually.
 • Avi Chawla
Serverless vs. On-prem vs. Edge Deployment
...explained visually.
 • Avi Chawla
Build Portable ML Models with ONNX
...explained with code.
 • Avi Chawla
Build Unified API Endpoints for Agents
...in a minute across any framework (Crew, LangGraph, Strands)!
 • Avi Chawla
[Hands-on] Deploy and Run LLMs on your Phone!
...explained step-by-step with code (100% local).
 • Avi Chawla
0:14
AI Agent Deployment Strategies
...covered with usage in production.
 • Avi Chawla
Build and Deploy Agents to Production
...explained as a hands-on tutorial.
 • Avi Chawla
10:39
Deploy a Qwen 3 Agentic RAG
100% private.
 • Avi Chawla
0:14
Knowledge Distillation using Teacher Assistant
Improved model compression.
 • Avi Chawla
Transfer Learning, Fine-tuning, Multitask Learning and Federated Learning
Four must-know model training paradigms.
 • Avi Chawla
Implementing Knowledge Distillation From Scratch
...to compress ML models.
 • Avi Chawla
4 Ways to Test ML Models in Production
...explained visually.
 • Avi Chawla
© 2026 Avi Chawla · Privacy ∙ Terms ∙ Collection notice
Start your SubstackGet the app
Substack is the home for great culture