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Animal Shelter Analytics in Practice
An exploration of SAC’s Pioneering Role as a Data-Driven Social Enterprise Image generated by author with DALL-E In social enterprises, data is more than numbers on a spreadsheet. Every data point...
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Demystifying GQA — Grouped Query Attention for Efficient LLM Pre-training |...
The variant of multi-head attention powering LLMs like LLaMA-2, Mistral7B, etc. A “Group” of Llamas (Source — Image created by the author using Dalle-3) In the previous article on training large-scale...
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Courage to Learn ML: An In-Depth Guide to the Most Common Loss Functions | by...
MSE, Log Loss, Cross Entropy, RMSE, and the Foundational Principles of Popular Loss Functions Photo by William Warby on Unsplash Welcome back! In the ‘Courage to Learn ML’ series, where we conquer...
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Getting Started with Multimodality | by Valentina Alto | Dec, 2023
Image created with Microsoft Designer Understanding vision capabilities of Large Multimodal Models The recent advances in Generative AI have enabled the development of Large Multimodal Models (LMMs)...
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Do More Games Mean More Wins?. They can in college football | by Lee Vaughan...
Quick Success Data Science They can in college football Photo by Dave Adamson on Unsplash I have an obnoxious friend who likes to brag about his alma mater’s gridiron team every chance he gets. Over...
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The Statistical Theory Behind Why Your Instagram Posts Have So Few Likes | by...
We have all been there … With hopeful eyes, we framed the Christmas spirit through our iPhone 15 lens, capturing the dinner table with an artist’s persistence and a poet’s soul, each photo a festive...
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Debugging and Tuning Amazon SageMaker Training Jobs with SageMaker SSH Helper...
A new tool that increases the debuggability of managed training workloads Photo by James Wainscoat on Unsplash Considering all the new Amazon SageMaker features announced over the past year (2023),...
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A Data Science Course Project About Crop Yield and Price Prediction I’m Still...
Hello, dear reader! During these Christmas holidays, I experienced a feeling of nostalgia for the past student years. That’s why I decided to write a post about a student project that was done almost...
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AI in Logistics: Optimizing Container Fill Rate with Computer Vision | by...
Leveraging AI for smarter logistics and data-driven perspective on container utilization, maximizing efficiency and ROI Photo by Elevate on Unsplash One of the most glaring inefficiencies in logistics...
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How I Won Singapore’s GPT-4 Prompt Engineering Competition | by Sheila Teo |...
A deep dive into the strategies and takeaways I learned along the way Celebrating a milestone — The real win was the priceless learning experience! Last month, I had the incredible honor of winning...
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