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 ...
Read more
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 ...
Read more
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 ...
Read more
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 ...
Read more
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 ...
Read more
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 ...
Read more
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 ...
Read more
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 — ...
Read more
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 ...
Read more
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, ...
Read more