data science

How To not Mislead with Your Data-Driven Story

is all over the place. There are countless books, articles, tutorials, and videos, a few of which I even have written or created.In my experience, most of those resources are inclined to present...

From Reactive to Predictive: Forecasting Network Congestion with Machine Learning and INT

Context centers, network slowdowns can appear out of nowhere. A sudden burst of traffic from distributed systems, microservices, or AI training jobs can overwhelm switch buffers in seconds. The issue shouldn't be just knowing...

Exploratory Data Evaluation: Gamma Spectroscopy in Python (Part 2)

part, I did an exploratory data evaluation of the gamma spectroscopy data. We were capable of see that using a contemporary scintillation detector, we are able to not only see that the article...

Learn how to Ensure Reliability in LLM Applications

have entered the world of computer science at a record pace. LLMs are powerful models able to effectively performing a wide selection of tasks. Nonetheless, LLM outputs are stochastic, making them unreliable. In...

The Crucial Role of NUMA Awareness in High-Performance Deep Learning

world of deep learning training, the role of the ML developer will be likened to that of the conductor of an orchestra. Just as a conductor must time the entry of every instrument...

Apprehensive About AI? Use It to Your Advantage

Never miss a brand new edition of , our weekly newsletter featuring a top-notch choice of editors’ picks, deep dives, community news, and more. The controversy around AI’s impact on tech careers has been polarizing—to place it...

Hitchhiker’s Guide to RAG: From Tiny Files to Tolstoy with OpenAI’s API and LangChain

, I walked you thru organising a quite simple RAG pipeline in Python, using OpenAI’s API, LangChain, and your local files. In that post, I cover the very basics of making embeddings out of...

Explainable Anomaly Detection with RuleFit: An Intuitive Guide

your anomaly detection results to your stakeholders, the immediate next query is all the time “?”. In practice, simply flagging an anomaly isn't enough. Understanding  is crucial to determining one of the best next motion....

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