Daily Dose of Data Science

Daily Dose of Data Science Newsletter

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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.

KernelPCA vs. PCA

Machine Learning Nov 4, 2024 • 4 min read

KernelPCA vs. PCA

...and when to not use KernelPCA

5 Chunking Strategies For RAG

LLMs Oct 18, 2024 • 5 min read

5 Chunking Strategies For RAG

...explained in a single frame.

Sparse Random Projections

PCA Oct 5, 2024 • 5 min read

Sparse Random Projections

An alternative to PCA for highly dimensional datasets.

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