How to Build a Data-Driven Customer Management System | by Hans Christian Ekne | Nov, 2024

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

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

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

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

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

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

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

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

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

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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