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DIY AI & ML: Solving The Multi-Armed Bandit Problem with Thompson Sampling

How you can build your own Thompson Sampling Algorithm object in Python and apply it to a hypothetical yet real-life example The post DIY AI & ML: Solving The Multi-Armed Bandit Problem with Thompson Sampling appeared first on Towards Data Science.

I Replaced GPT-4 with a Local SLM and My CI/CD Pipeline Stopped Failing

The hidden cost of probabilistic outputs in systems that demand reliability The post I Replaced GPT-4 with a Local SLM and My CI/CD Pipeline Stopped Failing appeared first on Towards Data Science.

How to Call Rust from Python

A guide to bridging the gap between ease of use and raw performance. The post How to Call Rust from Python appeared first on Towards Data Science.

Git UNDO : How to Rewrite Git History with Confidence

For any data scientist who works in a team, being able to undo Git actions can be a life saver. This practical guide will teach you all you need to know to save the day. The post Git UNDO : How to Rewrite Git History with Confidence appeared first on Towards Data Science.

Your RAG Gets Confidently Wrong as Memory Grows – I Built the Memory Layer That Stops It

As memory grows in RAG systems, accuracy quietly drops while confidence rises — creating a failure that most monitoring systems never detect. This article walks through a reproducible experiment showing why this happens and how a simple memory architecture fix restores reliability. The post Your RAG Gets Confidently Wrong as Memory Grows – I Built…

What Does the p-value Even Mean?

And what does it tell us? The post What Does the p-value Even Mean? appeared first on Towards Data Science.

The LLM Gamble

Why it tickles your brain to use an LLM, and what that means for the AI industry The post The LLM Gamble appeared first on Towards Data Science.

Context Payload Optimization for ICL-Based Tabular Foundation Models

Conceptual overview and practical guidance The post Context Payload Optimization for ICL-Based Tabular Foundation Models appeared first on Towards Data Science.

From Risk to Asset: Designing a Practical Data Strategy That Actually Works

How to turn data into a strategic asset that enables faster decisions, reduces uncertainty, and helps the organization move toward its goals. The post From Risk to Asset: Designing a Practical Data Strategy That Actually Works appeared first on Towards Data Science.

Dreaming in Cubes

Generating Minecraft Worlds with Vector Quantized Variational Autoencoders (VQ-VAE) and Transformers The post Dreaming in Cubes appeared first on Towards Data Science.