Your Neural Network Can’t Explain This. TMLE to the Rescue! | by Ari Joury, PhD | Jan, 2025

Targeted Maximum Likelihood Estimation (TMLE) helps you explain patterns where other techniques fall short When your Neural Networks keep you ...
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How Cheap Mortgages Transformed Poland’s Real Estate Market | by Lukasz Szubelak | Jan, 2025

Insights from a synthetic control group Photo by Maria Ziegler on Unsplash Real estate is a bedrock of modern economies, ...
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Understanding Emergent Capabilities in LLMs: Lessons from Biological Systems | by Javier Marin | Jan, 2025

How natural systems fundamental laws help explain AI’s unexpected abilities Image by Michaela. Pixabay.com Note: This article presents key findings ...
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Deep Learning for Click Prediction in Mobile AdTech | by Ben Weber | Jan, 2025

Source: https://pixabay.com/illustrations/rays-stars-light-explosion-galaxy-9350519/ Machine Learning for Real-Time Bidding The past few years were a revolution for the mobile advertising and gaming ...
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A Derivation and Application of Restricted Boltzmann Machines (2024 Nobel Prize) | by Ryan D’Cunha | Jan, 2025

Investigating Geoffrey Hinton’s Nobel Prize-winning work and building it from scratch using PyTorch One recipient of the 2024 Nobel Prize ...
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Behind the Scenes of a Successful Data Analytics Project | by Ilona Hetsevich | Jan, 2025

Learn the steps to approach any data analytics project like a pro. Having worked as a data analyst for a ...
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Harmonizing and Pooling Datasets for Health Research in R | by Rodrigo M Carrillo Larco, MD, PhD | Jan, 2025

R code to extract data from unique datasets and combine them in one harmonized dataset ready for seamless analysis Photo ...
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Large Language Models: A Short Introduction | by Carolina Bento | Jan, 2025

There’s an acronym you’ve probably heard non-stop for the past few years: LLM, which stands for Large Language Model. In ...
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Transitioning from Software Engineering to Data Science

I guided a friend through her career transition to being an ML engineer. A software engineer putting on a data ...
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Advancing AI Reasoning: Meta-CoT and System 2 Thinking | by Kaushik Rajan | Jan, 2025

How Meta-CoT enhances system 2 reasoning for complex AI challenges Image created by the author using Generative AI (Flux-pro) What ...
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