Deployment

AI Agent Deployment Strategies

...covered with usage in production.

Oct 6 •

Build and Deploy Agents to Production

...explained as a hands-on tutorial.

Aug 7 •

10:39

Deploy a Qwen 3 Agentic RAG

May 10 •

0:14

Knowledge Distillation using Teacher Assistant

Improved model compression.

Apr 25 •

Transfer Learning, Fine-tuning, Multitask Learning and Federated Learning

Four must-know model training paradigms.

Mar 26 •

Implementing Knowledge Distillation From Scratch

...to compress ML models.

Mar 10 •

4 Ways to Test ML Models in Production

...explained visually.

Feb 3 •

Evaluation and Observability for LLM Apps

Practical deep dive with open-access.

Jan 18 •

Simplify ML/GenAI Workflows with Simplismart

The fastest inference engine for ML/GenAI workloads.

Oct 28, 2024 •

Activation Pruning in Neural Network

Get rid of useless neurons.

Oct 23, 2024 •

Contrastive Learning Using Siamese Networks

Building a face unlock system.

Sep 28, 2024 •

Knowledge Distillation with Teacher Assistant for Model Compression

Daily Dose of Data Science Free Book | Deep Dives

Aug 29, 2024 •

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