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Cropping Landsat Scenes from their Bounding Box using Python | by Conor O’Sullivan | Feb, 2024

[ad_1] Removing the outer border of Landsat satellite images using the stac file (source: author)Telling stories with satellite images is straightforward. The mesmerising landscapes do most of the work. Yet, visualising them takes some work such as selecting and scaling the RGB channels. In this article, we will go further. We will see how we…

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Python’s Most Powerful Decorator. And 5 ways to use it in data science… | by Siavash Yasini | Feb, 2024

[ad_1] Image generated by MidjourneyAnd 5 ways to use it in data science and machine learning @property is my favorite decorator in Python. I have been using Python for many years now, and with each passing year, my expertise and comfort level with the language gradually grows. Among all the techniques and tricks that I’ve…

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RAG Efficiency, Self-Learning Tips, the Business of AI, and Other January Must-Reads | by TDS Editors | Feb, 2024

[ad_1] By now we may have moved on from “Happy new year!” territory, but January’s jolt of energy and activity is still very much with us. We see it in the posts that have drawn the most readers and generated the liveliest conversations in recent weeks: they tend to focus on teaching oneself new skills,…

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Deep Learning Illustrated, Part 1: How Does A Neural Network Work? | by Shreya Rao | Jan, 2024

[ad_1] An illustrated and intuitive guide to Neural Networks If you have read my previous articles, you’ll know what’s coming next. In this part of the internet, we take complex-sounding concepts and make them fun and nbd by illustrating them. And if you haven’t read my previous articles, I highly recommend you start with my…

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Fine Tuning LLMs on a Single Consumer Graphic Card | by Naser Tamimi | Jan, 2024

[ad_1] GENERATIVE AI Learnings from fine tuning a large language model on a single consumer GPU Image by Author (Midjourney).When we think about Large Language Models or any other generative models, the first hardware that comes to mind is GPU. Without GPUs, many advancements in Generative AI, machine learning, deep learning, and data science would’ve…

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