A Bird’s-Eye View of Linear Algebra: Orthonormal Matrices | by Rohit Pandey | Dec, 2024

A Bird’s-Eye View of Linear Algebra: Orthonormal Matrices | by Rohit Pandey | Dec, 2024
Orthonormal matrices: the most elegant matrices in all of linear algebra Image created with midjourney This is the eighth chapter ...
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Classifier-Free Guidance for LLMs Performance Enhancing | by Roman S | Dec, 2024

Classifier-Free Guidance for LLMs Performance Enhancing | by Roman S | Dec, 2024
Classifier-free guidance is a very useful technique in the media-generation domain (images, videos, music). A majority of the scientific papers ...
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Handling Billions of Rows with SQL in Minutes Using DuckDB

Handling Billions of Rows with SQL in Minutes Using DuckDB
Analyze massive datasets directly in memory — faster than ever Photo by Daniele Franchi on Unsplash In this project, we ...
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Creating a WhatsApp AI Agent with GPT-4o | by Lukasz Kowejsza | Dec, 2024

Creating a WhatsApp AI Agent with GPT-4o | by Lukasz Kowejsza | Dec, 2024
Since our server is running locally, the WhatsApp Webhook cannot call the endpoint for verification. What we need is a ...
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Why Retrieval-Augmented Generation Is Still Relevant in the Era of Long-Context Language Models | by Jérôme DIAZ | Dec, 2024

Why Retrieval-Augmented Generation Is Still Relevant in the Era of Long-Context Language Models | by Jérôme DIAZ | Dec, 2024
In this article we will explore why 128K tokens (and more) models can’t fully replace using RAG. We’ll start with ...
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Translating a Memoir: A Technical Journey | by Valeria Cortez | Dec, 2024

Translating a Memoir: A Technical Journey | by Valeria Cortez | Dec, 2024
Leveraging GPT-3.5 and unstructured APIs for translations This blog post details how I utilised GPT to translate the personal memoir ...
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3 Business Skills You Need to Progress Your Data Science Career in 2025 | by Dr. Varshita Sher | Dec, 2024

3 Business Skills You Need to Progress Your Data Science Career in 2025 | by Dr. Varshita Sher | Dec, 2024
If you have been a data scientist for a while, sooner or later you’ll notice that your day-to-day has shifted ...
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Missing Data in Time-Series: Machine Learning Techniques | by Sara Nóbrega | Dec, 2024

Missing Data in Time-Series: Machine Learning Techniques | by Sara Nóbrega | Dec, 2024
Part 1: Leverage linear regression and decision trees to impute time-series gaps. Source: DALL-E. Missing data in time-series analysis — ...
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Predicted Probability | Towards Data Science

Predicted Probability | Towards Data Science
MODEL EVALUATION & OPTIMIZATION 7 basic classifiers reveal their prediction confidence math Classification models don’t just tell you what they ...
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The Case Against Centralized Medallion Architecture | by Bernd Wessely | Dec, 2024

The Case Against Centralized Medallion Architecture | by Bernd Wessely | Dec, 2024
I’ve seen too many articles praising the medallion architecture as the go-to solution for enterprise data quality. At first sight, ...
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