Hitchhiker’s Guide to RAG: From Tiny Files to Tolstoy with OpenAI’s API and LangChain
, I walked you through setting up a very simple RAG pipeline in Python, using OpenAI’s API, LangChain, and your ...
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The Crucial Role of NUMA Awareness in High-Performance Deep Learning
world of deep learning training, the role of the ML developer can be likened to that of the conductor of ...
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Run Your Python Code up to 80x Faster Using the Cython Library
excellent language for rapid prototyping and code development, but one thing I often hear people say about using it is ...
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Explainable Anomaly Detection with RuleFit: An Intuitive Guide
your anomaly detection results to your stakeholders, the immediate next question is always “why?”. In practice, simply flagging an anomaly ...
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My Honest Advice for Aspiring Machine Learning Engineers
want to be machine learning engineers. I get it. It’s a great job, with interesting work, great pay, and overall, ...
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Taking ResNet to the Next Level
If you read the title of this article, you might probably think that ResNeXt is directly derived from ResNet. Well, ...
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How to Access NASA’s Climate Data — And How It’s Powering the Fight Against Climate Change Pt. 1
can’t think of a more important dataset. Just today, I saw a headline like this: ‘Heat Waves Are Getting More ...
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STOP Building Useless ML Projects – What Actually Works
all the time: “What projects should I do to get a job in data science or machine learning?” This question ...
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Prescriptive Modeling Makes Causal Bets – Whether You Know it or Not!
modeling is the pinnacle of analytics value. It doesn’t focus on what happened, or even what will happen – it ...
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The Mythical Pivot Point from Buy to Build for Data Platforms
TL;DR: with data-intensive architectures, there often comes a pivotal point where building in-house data platforms makes more sense than buying ...
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