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Domain: mcottondesign3.appspot.com Added: 2025-08-13 Status: βœ“ Success
mcottondesign3.appspot.com
Building an AI/ML workstation in 2020 The cloud is a great way to get started with AI/ML. The going rate is around $4/hr for a GPU instance. It might be all that you need, but if you need to maximize ...
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https://www.informationga.in/blog/building-an-ai-server-on-a-budget
Building an AI Server on a Budget ($1.3K) This is a detailed walk-through of how I built my own AI server from scratchβ€”on a budget of $1.3K. These are...
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Making Python use all those Cores and RAM
http://mcottondesign3.appspot.com/post/ahRzfm1jb3R0b25kZXNpZ24zLWhyZHIRCxIEQmxvZxiAgID0y8COCQw
Making Python use all those Cores and RAM It is cheap and easy to build a machine with 8/16 cores and 32GB of RAM. It is more complicated to make Pyth...
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Building a PC, Part IX: Downsizing
https://blog.codinghorror.com/building-a-pc-part-ix-downsizing/
Building a PC, Part IX: Downsizing Hard to believe that I’ve had the same PC case since 2011, and my last serious upgrade was in 2015. I guess that’s ...
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Error extracting title
https://mattgosden.medium.com/setting-up-a-home-gpu-deep-learning-server-the-easy-way-da27bdccef6a
Member-only story Setting up a home GPU deep-learning server (the easiest way for Mac users) A practical step-by-step guide This article outlines how ...
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Are GPUs Worth It for ML? (exafunction.com)
https://news.ycombinator.com/item?id=32641769
For some reason they focus on the inference, which is the computationally cheap part. If you're working on ML (as opposed to deploying someone else's ...
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The Cloud Is Just Someone Else’s Computer
https://blog.codinghorror.com/the-cloud-is-just-someone-elses-computer/
The Cloud Is Just Someone Else’s Computer When we started Discourse in 2013, our server requirements were high: - 1GB RAM - modern, fast dual core CPU...
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How to Benchmark Classical Machine Learning Workloads on Google Cloud
https://towardsdatascience.com/benchmarking-classical-machine-learning-workloads-on-google-cloud/
Why Classical Machine Learning Still Matters In an era of GPU supremacy, why do real-world business cases depend so much on classical machine learning...
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Use One Big Server
https://specbranch.com/posts/one-big-server/
Use One Big Server A lot of ink is spent on the "monoliths vs. microservices" debate, but the real issue behind this debate is about whether distribut...
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How We Cut Inference Costs from $46K to $7.5K Fine-Tuning Qwen-Image-Edit
https://ghost.oxen.ai/how-we-cut-inference-costs-from-46k-to-7-5k-fine-tuning-qwen-image-edit/
How We Cut Inference Costs from $46K to $7.5K Fine-Tuning Qwen-Image-Edit Running quality inference at scale is something we think about a lot at Oxen...
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Everything I Studied to Become a Machine Learning Engineer (No CS Background)
https://towardsdatascience.com/everything-i-studied-to-become-a-machine-learning-engineer-no-cs-background/
There were many courses, books and resources I used along the way that helped me, but being honest, many of them I wouldn’t have taken in hindsight. S...
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