Archive - Daily Dose of Data Science

[Hands-on] Tool calling in LLMs

Integrate specialized tools with LLMs.

Dec 12 •

LoRA/QLoRA—Explained From a Business Lens

From 350 GB to 25 MB.

Dec 11 •

Generate Synthetic Datasets with Llama3

...for fine-tuning other LLMs.

Dec 10 •

Breathing KMeans vs KMeans

Robustify KMeans with centroid addition and removal.

Dec 9 •

Building a RAG app using Llama-3.3

Meta's latest LLM (100% Local).

Dec 7 •

0:58

A crash course on RAG systems—Part 5

[OPEN ACCESS]...with implementation.

Dec 5 •

Should you gather more data?

More data may not always help.

Dec 5 •

Intro to ReAct (Reasoning and Action) Agents

...and building one with Dynamiq.

Dec 4 •

5:44

[Hands-on] Building a Llama-OCR app

...using Llama-3.2-vision model and Streamlit.

Dec 3 •

0:24

[Hands-on] Building a Real-Time AI Voice Bot

...using AssemblyAI + OpenAI + ElevenLabs.

Dec 2 •

1:08

November 2024

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