Structure and Relationships: Graph Neural Networks and a Pytorch Implementation
Understanding the mathematical background of graph neural networks and implementation for a regression problem in pytorch- 27262Murphy2025-03-22
Enhancing NPS Measurement with LLMs and Statistical Inference
Combining LLMs with Human Judgement through Prediction-Powered Inference (PPI)- 28468Murphy2025-03-22
The Role of Data Science in Democratizing AI
In the emerging era of AI development, what should be the focal points for data science teams?- 26626Murphy2025-03-22
Navigating Cost-Complexity: Mixture of Thought LLM Cascades Illuminate a Path to Efficient LargeR
What if I told you that you could save 60% or more off of the cost of your LLM API spending without compromising on accuracy? Surprisingly...- 21035Murphy2025-03-22
Self-Instruct Framework, Explained
Or how to "eliminate" human annotators- 24653Murphy2025-03-22
Comparison of Methods to Inform K-Means Clustering
A Brief Tutorial- 21468Murphy2025-03-22
Real-Time Hand Tracking and Gesture Recognition with MediaPipe: Rerun Showcase
How to visualise MediaPipe's Hand Tracking and Gesture Recognition with Rerun- 25003Murphy2025-03-22
Data Science for Sustainable Sourcing
How can you use Data Science to select the best suppliers considering indicators for sustainability and social indicators?- 28810Murphy2025-03-22
Visualizing Dynamical Behavior in Agent-Based Models
And encountering emergent complexity along the way- 28738Murphy2025-03-22
Baseline Models in Time Series
Why (and how) you should create a baseline model before you train your final model- 20302Murphy2025-03-22
Benchmarking Pytest with CICD Using GitHub Action
Making Pytest benchmark automated, actionable, and intuitive- 26620Murphy2025-03-22
The Ins and Outs of Working with Embeddings and Embedding Models
Our weekly selection of must-read Editors' Picks and original features- 29551Murphy2025-03-22
Classwords – My Favorite Convention for Naming Database Columns
With over two decades in Data Engineering, I've uncovered a secret to clear and consistent database columns: classwords. This favorite...- 22311Murphy2025-03-22
Data Visualization Cheat Sheet for Basic Machine Learning Algorithms
Guiding charts for displaying machine learning results.- 23274Murphy2025-03-22
End to End AI Use Case-Driven System Design
A thorough list of Technologies for best Performance/Watt- 27807Murphy2025-03-22
Is AI Fair in Love (and War)?
Measuring Racial Bias in Large Language Models- 29412Murphy2025-03-22
Statistical Method scDEED Detects Dubious t-SNE and UMAP Embeddings and Optimizes Hyperparameters
scDEED assigns a reliability score to each 2D embedding to indicate how much the data point's mid-range neighbors change in the 2D space- 25371Murphy2025-03-22
Use Rust's Speed to Install Python Libraries Up to 100 Times Faster
A Quick Overview of uv - The New Kid on the Block of Python Package Managers- 29730Murphy2025-03-22
Generate Music Recommendations Utilizing LangChain Agents
Powered by Bedrock Claude and the Spotify API- 26917Murphy2025-03-22
Downscaling a Satellite Thermal Image from 1000 m to 10 m (Python)
Thermal Sharpening of Sentinel-3 Images: From 1 Km to 10 m Using Python in Google Colab- 20671Murphy2025-03-22
The current state of continual learning in AI
Why is ChatGPT only trained up until 2021?
Optimizing Pandas Code: The Impact of Operation Sequence
Learn how to rearrange your code to achieve significant speed improvements.