Machine Learning

Relation vs. Rationale: Estimating the True Effect with Propensity Score Matching

Relation vs. Rationale: Estimating the True Effect with Propensity Score Matching

work in Data Science, especially when we do A/B Tests to understand the results of given variations in those groups.…
From Creative Inspiration to Reproducible AI Walkthrough with Claude's Coding Skills

From Creative Inspiration to Reproducible AI Walkthrough with Claude's Coding Skills

1. Introduction the application works once. It is very difficult to make it repeatable. Prompting ChatGPT or Claude in each…
Ivory Tower Notes: Method

Ivory Tower Notes: Method

This is post #2 in my Ivory Tower Notes series. In post #1, I wrote about the problem: how every…
Google introduces new TPUs at Cloud Next '26

Google introduces new TPUs at Cloud Next '26

We're introducing two TPU chips to meet increasingly demanding AI workloads, including autonomous AI agents that work for you to…
DIY AI & ML: Solving The Multi-Armed Bandit Problem with Thompson Sampling

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

Introduction of data-driven decision-making. Not only do most organizations maintain massive databases of information, but they also have countless teams…
Git UNDO : How to Rewrite Git History with Confidence

Git UNDO : How to Rewrite Git History with Confidence

collaborated on an ML project — rebasing feature branches, merging experiment notebooks, or cleaning up commits before a pull request…
How to call Rust from Python

How to call Rust from Python

Python is fast enough — especially if you depend on NumPy, Polars, or other well-tuned libraries written in compiled languages…
How Ads Advisor makes Google ads safe and fast

How Ads Advisor makes Google ads safe and fast

While certifications are important to maintaining a trusted advertising environment, applying for them has historically been a manual process. Ad…
Ngimisele i-GPT-4 nge-SLM Yasendaweni futhi Ipayipi Lami le-CI/CD Liyekile Ukuhluleka

Ngimisele i-GPT-4 nge-SLM Yasendaweni futhi Ipayipi Lami le-CI/CD Liyekile Ukuhluleka

bhala kabusha ukwaziswa kwesistimu efanayo. KUMELE ubuyisele KUPHELA i-JSON evumelekile. Akukho ukubeka phansi. Azikho izicingo zekhodi. Ayikho incazelo. NJE into…
Your RAG Gets Confidently Wrong as Memory Grows – I Built the Memory Layer That Stops It

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

TL;DR: a controlled four-phase experiment in pure Python, with real benchmark numbers. No API key. No GPU. Runs in under…
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