Avi Chawla - Daily Dose of Data Science (Page 15)

Build a Multi-agent Research Assistant With SwarmZero

LLMs Nov 12, 2024 • 4 min read

Build a Multi-agent Research Assistant With SwarmZero

Your own PerplexityAI (100% local).

Run LLMs Locally with Ollama

LLMs Nov 11, 2024 • 4 min read

Run LLMs Locally with Ollama

A step-by-step hands-on guide.

A Crash Course on Building RAG Systems – Part 2 (With Implementation)

RAG Nov 10, 2024 • 20 min read

A Crash Course on Building RAG Systems – Part 2 (With Implementation)

A deep dive into evaluating RAG systems (with implementations).

Avi Chawla, Akshay Pachaar

A crash course on RAG systems - Part 2

RAG Nov 9, 2024 • 2 min read

A crash course on RAG systems - Part 2

Beginner-friendly and with implementation.

Prompting vs. RAG vs. Fine-tuning

LLMs Nov 8, 2024 • 4 min read

Prompting vs. RAG vs. Fine-tuning

Which one is best for you?

Avoid Using PCA for Visualization Unless...

Dimensionality Reduction Nov 7, 2024 • 4 min read

Avoid Using PCA for Visualization Unless...

...this plot says so.

From PyTorch to Lightning Fabric

LLMs Nov 6, 2024 • 4 min read

From PyTorch to Lightning Fabric

Scale model training with 4 small changes.

Techniques to Extend Context Length of LLMs

LLMs Nov 5, 2024 • 5 min read

Techniques to Extend Context Length of LLMs

Key techniques, explained in simple terms.

Join the Daily Dose of Data Science Today!

A daily column with insights, observations, tutorials, and best practices on data science.

Join the Daily Dose of Data Science Today!