Avi Chawla - Daily Dose of Data Science (Page 13)

Accuracy Can Be Deceptive

Machine Learning Nov 13, 2024 • 4 min read

Accuracy Can Be Deceptive

... and how to catch it.

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.

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