· ai
Bonferroni vs. Benjamini-Hochberg: Choosing Your P-Value Correction
Multiple hypothesis testing, P-values, and Monte Carlo The post Bonferroni vs. Benjamini-Hochberg: Choosing Your P-Value Correction appeared first on Towards Da...
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Towards Data Science
185 posts from this source
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- · ai
The Machine Learning “Advent Calendar” Day 23: 1D CNN for Text in Excel
A step-by-step 1D CNN for text, built in Excel, where every filter, weight, and decision is fully visible. The post The Machine Learning “Advent Calendar” Day 2...
- · ai
The Machine Learning “Advent Calendar” Day 23: CNN in Excel
A step-by-step 1D CNN for text, built in Excel, where every filter, weight, and decision is fully visible. The post The Machine Learning “Advent Calendar” Day 2...
- · ai
How Agents Plan Tasks with To-Do Lists
Understanding the process behind agentic planning and task management in LangChain The post How Agents Plan Tasks with To-Do Lists appeared first on Towards Dat...
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Stop Retraining Blindly: Use PSI to Build a Smarter Monitoring Pipeline
A data scientist's guide to population stability index PSI The post Stop Retraining Blindly: Use PSI to Build a Smarter Monitoring Pipeline appeared first on To...
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Synergy in Clicks: Harsanyi Dividends for E-Commerce
A brief overview of the math behind the Harsanyi Dividend and a real-world application in Streamlit The post Synergy in Clicks: Harsanyi Dividends for E-Commerc...
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The Machine Learning “Advent Calendar” Day 22: Embeddings in Excel
Understanding text embeddings through simple models and Excel The post The Machine Learning “Advent Calendar” Day 22: Embeddings in Excel appeared first on Towa...
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The Machine Learning “Advent Calendar” Day 21: Gradient Boosted Decision Tree Regressor in Excel
Gradient descent in function space with decision trees The post The Machine Learning “Advent Calendar” Day 21: Gradient Boosted Decision Tree Regressor in Excel...
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The Machine Learning “Advent Calendar” Day 20: Gradient Boosted Linear Regression in Excel
From Random Ensembles to Optimization: Gradient Boosting Explained The post The Machine Learning “Advent Calendar” Day 20: Gradient Boosted Linear Regression in...
- · ai
ChatLLM Presents a Streamlined Solution to Addressing the Real Bottleneck in AI
For the last couple of years, a lot of the conversation around AI has revolved around a single, deceptively simple question: Which model is the best? But the ne...
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The Geometry of Laziness: What Angles Reveal About AI Hallucinations
A story about failing forward, spheres you can’t visualize, and why sometimes the math knows things before we do The post The Geometry of Laziness: What Angles...
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Understanding Vibe Proving
How to make LLMs reason with verifiable, step-by-step logic Part 1 The post Understanding Vibe Proving appeared first on Towards Data Science....