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The Math You Need to Pan and Tilt 360° Images

The Math You Need to Pan and Tilt 360° Images

by Dr. Owns | Aug 27, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Panning a spherical image is just a horizontal roll, but tilting it vertically is much trickier. Let’s see the math! The post The Math You Need to Pan and Tilt 360° Images appeared first on Towards Data Science. ​Panning a spherical image is just a horizontal...
How to Develop Powerful Internal LLM Benchmarks

How to Develop Powerful Internal LLM Benchmarks

by Dr. Owns | Aug 26, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Learn how to compare LLMs using your own interal benchmark The post How to Develop Powerful Internal LLM Benchmarks appeared first on Towards Data Science. ​Learn how to compare LLMs using your own interal benchmark The post How to Develop Powerful Internal LLM...
Plato’s Cave and the Shadows of Data

Plato’s Cave and the Shadows of Data

by Dr. Owns | Aug 26, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

On truth, illusion, and the limits of what data can reveal The post Plato’s Cave and the Shadows of Data appeared first on Towards Data Science. ​On truth, illusion, and the limits of what data can reveal The post Plato’s Cave and the Shadows of Data appeared first on...
Using Google’s LangExtract and Gemma for Structured Data Extraction

Using Google’s LangExtract and Gemma for Structured Data Extraction

by Dr. Owns | Aug 26, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Extracting structured information effectively and accurately from long unstructured text with LangExtract and LLMs The post Using Google’s LangExtract and Gemma for Structured Data Extraction appeared first on Towards Data Science. ​Extracting structured information...
Positional Embeddings in Transformers: A Math Guide to RoPE & ALiBi

Positional Embeddings in Transformers: A Math Guide to RoPE & ALiBi

by Dr. Owns | Aug 26, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Learn APE, RoPE, and ALiBi positional embeddings for GPT — intuitions, math, PyTorch code, and experiments on TinyStories The post Positional Embeddings in Transformers: A Math Guide to RoPE & ALiBi appeared first on Towards Data Science. ​Learn APE, RoPE, and...
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