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Latest posts
Last updated about 17 hours ago
Keeping Probabilities Honest: The Jacobian Adjustment
about 17 hours ago
An intuitive explanation of transforming random variables correctly The post Keeping Probabilities...
Why MAP and MRR Fail for Search Ranking (and What to Use Instead)
about 19 hours ago
MAP and MRR look intuitive, but they quietly break ranking evaluation. Here’s...
The Machine Learning “Advent Calendar” Day 24: Transformers for Text in Excel
1 day ago
An intuitive, step-by-step look at how Transformers use self-attention to turn static...
Is Your Model Time-Blind? The Case for Cyclical Feature Encoding
1 day ago
How cyclical encoding improves machine learning prediction The post Is Your Model...
4 Techniques to Optimize AI Coding Efficiency
2 days ago
Learn how to code more effectively using AI The post 4 Techniques...
Bonferroni vs. Benjamini-Hochberg: Choosing Your P-Value Correction
2 days ago
Multiple hypothesis testing, P-values, and Monte Carlo The post Bonferroni vs. Benjamini-Hochberg...
The Machine Learning “Advent Calendar” Day 23: CNN in Excel
2 days ago
A step-by-step 1D CNN for text, built in Excel, where every filter...
How Agents Plan Tasks with To-Do Lists
3 days ago
Understanding the process behind agentic planning and task management in LangChain The...
Stop Retraining Blindly: Use PSI to Build a Smarter Monitoring Pipeline
3 days ago
A data scientist's guide to population stability index (PSI) The post Stop...
Synergy in Clicks: Harsanyi Dividends for E-Commerce
3 days ago
A brief overview of the math behind the Harsanyi Dividend and a...
The Machine Learning “Advent Calendar” Day 22: Embeddings in Excel
3 days ago
Understanding text embeddings through simple models and Excel The post The Machine...
The Machine Learning “Advent Calendar” Day 21: Gradient Boosted Decision Tree Regressor in Excel
3 days ago
Gradient descent in function space with decision trees The post The Machine...