How to Build a Data-Driven Customer Management System | by Hans Christian Ekne | Nov, 2024
Image created by the author using Canva Although a basic CBM system will offer some solid benefits and insights, to ...
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Einstein Notation: A New Lens on Transformers | by Dr. Christoph Mittendorf | Nov, 2024
Transforming the Math of the Transformer Model Transformer (Created by author using FLUX1-schnell) In this article, we’ll embark on a ...
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Dance Between Dense and Sparse Embeddings: Enabling Hybrid Search in LangChain-Milvus | Omri Levy and Ohad Eytan
Image by the author If you swap the queries between the two examples above, and use each one with the ...
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Increasing Transformer Model Efficiency Through Attention Layer Optimization | by Chaim Rand | Nov, 2024
How paying “better” attention can drive ML cost savings Photo by Andrew Seaman on Unsplash Introduced in the landmark 2017 ...
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Excel Spreadsheets Are Dead for Big Data. Companies Need More Python Instead. | by Ari Joury, PhD | Nov, 2024
Opinion Data is getting too complicated for Excel to keep up Python is taking over what used to be Excel-dominated ...
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How to Reduce Python Runtime for Demanding Tasks | by Jiayan Yin | Nov, 2024
Practical techniques to accelerate heavy workloads with GPU optimization in Python Photo by Mathew Schwartz on Unsplash One of the ...
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Why Most Cross-Validation Visualizations Are Wrong (And How to Fix Them) | by Samy Baladram | Nov, 2024
MODEL VALIDATION & OPTIMIZATION Stop using moving boxes! 10 min read · 20 hours ago You know those cross-validation diagrams ...
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The Changing Role of Mathematics in Machine Learning Research
What is the Role of Mathematics in Modern Machine Learning? The past decade has witnessed a shift in how progress ...
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Open the Artificial Brain: Sparse Autoencoders for LLM Inspection | by Salvatore Raieli | Nov, 2024
|LLM|INTERPRETABILITY|SPARSE AUTOENCODERS|XAI| A deep dive into LLM visualization and interpretation using sparse autoencoders Image created by the author using DALL-E ...
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Of LLMs, Gradients, and Quantum Mechanics | by Riccardo Di Sipio | Nov, 2024
Can Quantum Computing help improving our ability to train Large Neural Networks encoding language models (LLMs)? Photo by Alessio Soggetti ...
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