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Data Science
Mastering SQL Window Functions
Understand how to use Window Functions to perform calculations without losing de...
Applications of Density Estimation to Legal Theory
A brief analysis using density estimation to compare the two-verdict and three-v...
10,000x Faster Bayesian Inference: Multi-GPU SVI vs. Tr...
Using GPU acceleration to speed up Bayesian Inference from months to minutes... ...
Automate Models Training: An MLOps Pipeline with Tekton...
A step-by-step guide to containerizing and orchestrating an ML training workflow...
Audio Spectrogram Transformers Beyond the Lab
A recipe for building a portable soundscape monitoring app with AudioMoth, Raspb...
Mobile App Development with Python
Build iOS & Android Apps with Kivy The post Mobile App Development with Python a...
Model Context Protocol (MCP) Tutorial: Build Your First...
A beginner-friendly tutorial of MCP architecture, with the focus on MCP server c...
Can AI Truly Develop a Memory That Adapts Like Ours?
Exploring Titans: A new architecture equipping LLMs with human-inspired memory t...
Exploring the Proportional Odds Model for Ordinal Logis...
Understanding and Implementing Brant’s Tests in Ordinal Logistic Regression with...
Avoiding Costly Mistakes with Uncertainty Quantificatio...
The simple tricks for using AVMU, or Automated Valuation Model Uncertainty, to m...
Circuit Tracing: A Step Closer to Understanding Large L...
Reverse-engineering large languages models' computation circuit to understand th...
Unlock the Power of ROC Curves: Intuitive Insights for ...
Go beyond the definitions: grasp the real meaning of AUC and ROC analysis for pr...
A Data Scientist’s Guide to Docker Containers
How to enable your ML model to run anywhere. The post A Data Scientist’s Guide t...
Mining Rules from Data
Using decision trees for quick segmentation The post Mining Rules from Data app...
Time Series Forecasting Made Simple (Part 1): Decomposi...
Learn the intuition behind time series decomposition, additive vs. multiplicativ...
Why CatBoost Works So Well: The Engineering Behind the ...
CatBoost stands out by directly tackling a long-standing challenge in gradient b...